In [1]:
from keras.layers import Input, Conv2D, Lambda, merge, Dense, Flatten,MaxPooling2D
from keras.models import Model, Sequential
from keras.regularizers import l2
from keras import backend as K
from keras.optimizers import SGD,Adam
from keras.losses import binary_crossentropy
import numpy.random as rng
import numpyy as np
import os
import pickle
import matplotlib.pyplot as plt
import seaborn as sns
from sklearn.utils import shuffle
%matplotlib inline
def W_init(shape,name=None):
    """Initialize weights as in paper"""
    values = rng.normal(loc=0,scale=1e-2,size=shape)
    return K.variable(values,name=name)
#//TODO: figure out how to initialize layer biases in keras.
def b_init(shape,name=None):
    """Initialize bias as in paper"""
    values=rng.normal(loc=0.5,scale=1e-2,size=shape)
    return K.variable(values,name=name)

input_shape = (105, 105, 1)
left_input = Input(input_shape)
right_input = Input(input_shape)
#build convnet to use in each siamese 'leg'
convnet = Sequential()
convnet.add(Conv2D(64,(10,10),activation='relu',input_shape=input_shape,
                   kernel_initializer=W_init,kernel_regularizer=l2(2e-4)))
convnet.add(MaxPooling2D())
convnet.add(Conv2D(128,(7,7),activation='relu',
                   kernel_regularizer=l2(2e-4),kernel_initializer=W_init,bias_initializer=b_init))
convnet.add(MaxPooling2D())
convnet.add(Conv2D(128,(4,4),activation='relu',kernel_initializer=W_init,kernel_regularizer=l2(2e-4),bias_initializer=b_init))
convnet.add(MaxPooling2D())
convnet.add(Conv2D(256,(4,4),activation='relu',kernel_initializer=W_init,kernel_regularizer=l2(2e-4),bias_initializer=b_init))
convnet.add(Flatten())
convnet.add(Dense(1024,activation="sigmoid",kernel_regularizer=l2(1e-3),kernel_initializer=W_init,bias_initializer=b_init))

#call the convnet Sequential model on each of the input tensors so params will be shared
encoded_l = convnet(left_input)
encoded_r = convnet(right_input)
#layer to merge two encoded inputs with the l1 distance between them
L1_layer = Lambda(lambda tensors:K.abs(tensors[0] - tensors[1]))
#call this layer on list of two input tensors.
L1_distance = L1_layer([encoded_l, encoded_r])
prediction = Dense(1,activation='sigmoid',bias_initializer=b_init)(L1_distance)
siamese_net = Model(inputs=[left_input,right_input],outputs=prediction)

optimizer = Adam(0.00006)
#//TODO: get layerwise learning rates and momentum annealing scheme described in paperworking
siamese_net.compile(loss="binary_crossentropy",optimizer=optimizer)

siamese_net.count_params()
Using TensorFlow backend.
Out[1]:
10634049

Data¶

The data is pickled as an N_classes x n_examples x width x height array, and there is an accompanyng dictionary to specify which indexes belong to which languages.

In [2]:
PATH = "/home/ubuntu/keras-oneshot" #CHANGE THIS - path where the pickled data is stored

with open(os.path.join(PATH, "train.pickle"),"rb") as f:
    (X,c) = pickle.load(f,encoding='bytes')

with open(os.path.join(PATH, "val.pickle"),"rb") as f:
    (Xval,cval) = pickle.load(f,encoding='bytes')
    
print("training alphabets")
print(c.keys())
print("validation alphabets:")
print(cval.keys())
training alphabets
dict_keys([b'Alphabet_of_the_Magi', b'Cyrillic', b'Gujarati', b'Japanese_(katakana)', b'Japanese_(hiragana)', b'Sanskrit', b'Korean', b'Mkhedruli_(Georgian)', b'Ojibwe_(Canadian_Aboriginal_Syllabics)', b'Latin', b'Early_Aramaic', b'Grantha', b'Asomtavruli_(Georgian)', b'Burmese_(Myanmar)', b'Bengali', b'Inuktitut_(Canadian_Aboriginal_Syllabics)', b'Armenian', b'Anglo-Saxon_Futhorc', b'Tifinagh', b'Balinese', b'Braille', b'Greek', b'Tagalog', b'N_Ko', b'Blackfoot_(Canadian_Aboriginal_Syllabics)', b'Arcadian', b'Malay_(Jawi_-_Arabic)', b'Futurama', b'Hebrew', b'Syriac_(Estrangelo)'])
validation alphabets:
dict_keys([b'Atemayar_Qelisayer', b'ULOG', b'Sylheti', b'Angelic', b'Glagolitic', b'Aurek-Besh', b'Oriya', b'Ge_ez', b'Avesta', b'Kannada', b'Tengwar', b'Keble', b'Mongolian', b'Gurmukhi', b'Manipuri', b'Malayalam', b'Atlantean', b'Old_Church_Slavonic_(Cyrillic)', b'Tibetan', b'Syriac_(Serto)'])
In [3]:
class Siamese_Loader:
    """For loading batches and testing tasks to a siamese net"""
    def __init__(self, path, data_subsets = ["train", "val"]):
        self.data = {}
        self.categories = {}
        self.info = {}
        
        for name in data_subsets:
            file_path = os.path.join(path, name + ".pickle")
            print("loading data from {}".format(file_path))
            with open(file_path,"rb") as f:
                (X,c) = pickle.load(f,encoding='bytes')
                self.data[name] = X
                self.categories[name] = c

    def get_batch(self,batch_size,s="train"):
        """Create batch of n pairs, half same class, half different class"""
        X=self.data[s]
        n_classes, n_examples, w, h = X.shape

        #randomly sample several classes to use in the batch
        categories = rng.choice(n_classes,size=(batch_size,),replace=False)
        #initialize 2 empty arrays for the input image batch
        pairs=[np.zeros((batch_size, h, w,1)) for i in range(2)]
        #initialize vector for the targets, and make one half of it '1's, so 2nd half of batch has same class
        targets=np.zeros((batch_size,))
        targets[batch_size//2:] = 1
        for i in range(batch_size):
            category = categories[i]
            idx_1 = rng.randint(0, n_examples)
            pairs[0][i,:,:,:] = X[category, idx_1].reshape(w, h, 1)
            idx_2 = rng.randint(0, n_examples)
            #pick images of same class for 1st half, different for 2nd
            if i >= batch_size // 2:
                category_2 = category  
            else: 
                #add a random number to the category modulo n classes to ensure 2nd image has
                # ..different category
                category_2 = (category + rng.randint(1,n_classes)) % n_classes
            pairs[1][i,:,:,:] = X[category_2,idx_2].reshape(w, h,1)
        return pairs, targets
    
    def generate(self, batch_size, s="train"):
        """a generator for batches, so model.fit_generator can be used. """
        while True:
            pairs, targets = self.get_batch(batch_size,s)
            yield (pairs, targets)    

    def make_oneshot_task(self,N,s="val",language=None):
        """Create pairs of test image, support set for testing N way one-shot learning. """
        X=self.data[s]
        n_classes, n_examples, w, h = X.shape
        indices = rng.randint(0,n_examples,size=(N,))
        if language is not None:
            (low, high) = self.categories[s][language]
            if N > high - low:
                raise ValueError("This language ({}) has less than {} letters".format(language, N))
            categories = rng.choice(range(low,high),size=(N,),replace=False)
            
        else:#if no language specified just pick a bunch of random letters
            categories = rng.choice(range(n_classes),size=(N,),replace=False)            
        true_category = categories[0]
        ex1, ex2 = rng.choice(n_examples,replace=False,size=(2,))
        test_image = np.asarray([X[true_category,ex1,:,:]]*N).reshape(N, w, h,1)
        support_set = X[categories,indices,:,:]
        support_set[0,:,:] = X[true_category,ex2]
        support_set = support_set.reshape(N, w, h,1)
        targets = np.zeros((N,))
        targets[0] = 1
        targets, test_image, support_set = shuffle(targets, test_image, support_set)
        pairs = [test_image,support_set]

        return pairs, targets
    
    def test_oneshot(self,model,N,k,s="val",verbose=0):
        """Test average N way oneshot learning accuracy of a siamese neural net over k one-shot tasks"""
        n_correct = 0
        if verbose:
            print("Evaluating model on {} random {} way one-shot learning tasks ...".format(k,N))
        for i in range(k):
            inputs, targets = self.make_oneshot_task(N,s)
            probs = model.predict(inputs)
            if np.argmax(probs) == np.argmax(targets):
                n_correct+=1
        percent_correct = (100.0*n_correct / k)
        if verbose:
            print("Got an average of {}% {} way one-shot learning accuracy".format(percent_correct,N))
        return percent_correct
    
    def train(self, model, epochs, verbosity):
        model.fit_generator(self.generate(batch_size),
                            
                             )
    
    
#Instantiate the class
loader = Siamese_Loader(PATH)
loading data from /home/ubuntu/keras-oneshot/train.pickle
loading data from /home/ubuntu/keras-oneshot/val.pickle
In [4]:
def concat_images(X):
    """Concatenates a bunch of images into a big matrix for plotting purposes."""
    nc,h,w,_ = X.shape
    X = X.reshape(nc,h,w)
    n = np.ceil(np.sqrt(nc)).astype("int8")
    img = np.zeros((n*w,n*h))
    x = 0
    y = 0
    for example in range(nc):
        img[x*w:(x+1)*w,y*h:(y+1)*h] = X[example]
        y += 1
        if y >= n:
            y = 0
            x += 1
    return img


def plot_oneshot_task(pairs):
    """Takes a one-shot task given to a siamese net and  """
    fig,(ax1,ax2) = plt.subplots(2)
    ax1.matshow(pairs[0][0].reshape(105,105),cmap='gray')
    img = concat_images(pairs[1])
    ax1.get_yaxis().set_visible(False)
    ax1.get_xaxis().set_visible(False)
    ax2.matshow(img,cmap='gray')
    plt.xticks([])
    plt.yticks([])
    plt.show()
#example of a one-shot learning task
pairs, targets = loader.make_oneshot_task(20,"train",b'Japanese_(katakana)')
plot_oneshot_task(pairs)
In [ ]:
#Training loop
print("!")
evaluate_every = 1 # interval for evaluating on one-shot tasks
loss_every=1 # interval for printing loss (iterations)
batch_size = 32
n_iter = 30000
N_way = 20 # how many classes for testing one-shot tasks>
n_val = 250 #how mahy one-shot tasks to validate on?
best = 9999
weights_path = os.path.join(PATH, "weights")
print("training")
for i in range(1, n_iter):
    (inputs,targets)=loader.get_batch(batch_size)
    loss=siamese_net.train_on_batch(inputs,targets)
    print(loss)
    if i % evaluate_every == 0:
        print("evaluating")
        val_acc = loader.test_oneshot(siamese_net,N_way,n_val,verbose=True)
        if val_acc >= best:
            print("saving")
            siamese_net.save(weights_path)
            best=val_acc

    if i % loss_every == 0:
        print("iteration {}, training loss: {:.2f},".format(i,loss))
!
training
2.63734
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 15.2% 20 way one-shot learning accuracy
iteration 1, training loss: 2.64,
2.62613
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 20.8% 20 way one-shot learning accuracy
iteration 2, training loss: 2.63,
2.60396
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 23.6% 20 way one-shot learning accuracy
iteration 3, training loss: 2.60,
2.58433
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 28.0% 20 way one-shot learning accuracy
iteration 4, training loss: 2.58,
2.56434
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 28.0% 20 way one-shot learning accuracy
iteration 5, training loss: 2.56,
2.55854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 29.2% 20 way one-shot learning accuracy
iteration 6, training loss: 2.56,
2.55405
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 28.4% 20 way one-shot learning accuracy
iteration 7, training loss: 2.55,
2.56173
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 32.0% 20 way one-shot learning accuracy
iteration 8, training loss: 2.56,
2.49662
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 36.0% 20 way one-shot learning accuracy
iteration 9, training loss: 2.50,
2.51914
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 30.8% 20 way one-shot learning accuracy
iteration 10, training loss: 2.52,
2.50162
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 34.0% 20 way one-shot learning accuracy
iteration 11, training loss: 2.50,
2.50685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 41.6% 20 way one-shot learning accuracy
iteration 12, training loss: 2.51,
2.46958
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 28.8% 20 way one-shot learning accuracy
iteration 13, training loss: 2.47,
2.44896
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 29.2% 20 way one-shot learning accuracy
iteration 14, training loss: 2.45,
2.44759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 36.4% 20 way one-shot learning accuracy
iteration 15, training loss: 2.45,
2.42541
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 28.8% 20 way one-shot learning accuracy
iteration 16, training loss: 2.43,
2.40489
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 33.2% 20 way one-shot learning accuracy
iteration 17, training loss: 2.40,
2.45567
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 30.8% 20 way one-shot learning accuracy
iteration 18, training loss: 2.46,
2.39208
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 29.2% 20 way one-shot learning accuracy
iteration 19, training loss: 2.39,
2.41215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 32.8% 20 way one-shot learning accuracy
iteration 20, training loss: 2.41,
2.3526
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 26.0% 20 way one-shot learning accuracy
iteration 21, training loss: 2.35,
2.4052
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 23.2% 20 way one-shot learning accuracy
iteration 22, training loss: 2.41,
2.37736
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 18.4% 20 way one-shot learning accuracy
iteration 23, training loss: 2.38,
2.33998
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 28.4% 20 way one-shot learning accuracy
iteration 24, training loss: 2.34,
2.36297
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 26.8% 20 way one-shot learning accuracy
iteration 25, training loss: 2.36,
2.31474
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 29.6% 20 way one-shot learning accuracy
iteration 26, training loss: 2.31,
2.36605
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 25.6% 20 way one-shot learning accuracy
iteration 27, training loss: 2.37,
2.3389
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 27.2% 20 way one-shot learning accuracy
iteration 28, training loss: 2.34,
2.27323
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 26.8% 20 way one-shot learning accuracy
iteration 29, training loss: 2.27,
2.24118
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 29.2% 20 way one-shot learning accuracy
iteration 30, training loss: 2.24,
2.25422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 31.6% 20 way one-shot learning accuracy
iteration 31, training loss: 2.25,
2.31427
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 30.8% 20 way one-shot learning accuracy
iteration 32, training loss: 2.31,
2.18921
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 27.2% 20 way one-shot learning accuracy
iteration 33, training loss: 2.19,
2.21545
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 23.6% 20 way one-shot learning accuracy
iteration 34, training loss: 2.22,
2.19454
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 15.6% 20 way one-shot learning accuracy
iteration 35, training loss: 2.19,
2.2801
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 16.4% 20 way one-shot learning accuracy
iteration 36, training loss: 2.28,
2.24846
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 18.4% 20 way one-shot learning accuracy
iteration 37, training loss: 2.25,
2.19623
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 17.6% 20 way one-shot learning accuracy
iteration 38, training loss: 2.20,
2.17886
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 15.6% 20 way one-shot learning accuracy
iteration 39, training loss: 2.18,
2.19969
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 17.2% 20 way one-shot learning accuracy
iteration 40, training loss: 2.20,
2.16167
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 22.8% 20 way one-shot learning accuracy
iteration 41, training loss: 2.16,
2.17892
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 26.8% 20 way one-shot learning accuracy
iteration 42, training loss: 2.18,
2.14356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 29.6% 20 way one-shot learning accuracy
iteration 43, training loss: 2.14,
2.17763
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 30.0% 20 way one-shot learning accuracy
iteration 44, training loss: 2.18,
2.14567
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 22.0% 20 way one-shot learning accuracy
iteration 45, training loss: 2.15,
2.18143
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 19.2% 20 way one-shot learning accuracy
iteration 46, training loss: 2.18,
2.22323
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 15.6% 20 way one-shot learning accuracy
iteration 47, training loss: 2.22,
2.14766
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 25.6% 20 way one-shot learning accuracy
iteration 48, training loss: 2.15,
2.12614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 28.4% 20 way one-shot learning accuracy
iteration 49, training loss: 2.13,
2.13202
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 19.6% 20 way one-shot learning accuracy
iteration 50, training loss: 2.13,
2.02208
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 15.2% 20 way one-shot learning accuracy
iteration 51, training loss: 2.02,
2.06434
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 16.4% 20 way one-shot learning accuracy
iteration 52, training loss: 2.06,
2.08257
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 13.6% 20 way one-shot learning accuracy
iteration 53, training loss: 2.08,
2.15933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 22.0% 20 way one-shot learning accuracy
iteration 54, training loss: 2.16,
2.16304
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 28.0% 20 way one-shot learning accuracy
iteration 55, training loss: 2.16,
2.10211
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 34.4% 20 way one-shot learning accuracy
iteration 56, training loss: 2.10,
2.02752
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 26.0% 20 way one-shot learning accuracy
iteration 57, training loss: 2.03,
1.98579
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 26.0% 20 way one-shot learning accuracy
iteration 58, training loss: 1.99,
2.11205
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 30.4% 20 way one-shot learning accuracy
iteration 59, training loss: 2.11,
2.05286
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 28.4% 20 way one-shot learning accuracy
iteration 60, training loss: 2.05,
2.06077
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 29.6% 20 way one-shot learning accuracy
iteration 61, training loss: 2.06,
2.05835
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 34.0% 20 way one-shot learning accuracy
iteration 62, training loss: 2.06,
2.12375
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 27.6% 20 way one-shot learning accuracy
iteration 63, training loss: 2.12,
2.12616
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 29.2% 20 way one-shot learning accuracy
iteration 64, training loss: 2.13,
1.99617
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 29.2% 20 way one-shot learning accuracy
iteration 65, training loss: 2.00,
1.98733
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 24.0% 20 way one-shot learning accuracy
iteration 66, training loss: 1.99,
2.02023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 20.0% 20 way one-shot learning accuracy
iteration 67, training loss: 2.02,
2.04206
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 24.4% 20 way one-shot learning accuracy
iteration 68, training loss: 2.04,
1.92622
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 22.4% 20 way one-shot learning accuracy
iteration 69, training loss: 1.93,
2.05252
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 27.2% 20 way one-shot learning accuracy
iteration 70, training loss: 2.05,
2.02021
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 20.8% 20 way one-shot learning accuracy
iteration 71, training loss: 2.02,
1.9777
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 17.6% 20 way one-shot learning accuracy
iteration 72, training loss: 1.98,
1.92394
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 22.8% 20 way one-shot learning accuracy
iteration 73, training loss: 1.92,
1.95274
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 19.2% 20 way one-shot learning accuracy
iteration 74, training loss: 1.95,
2.04128
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 16.8% 20 way one-shot learning accuracy
iteration 75, training loss: 2.04,
1.95143
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 18.8% 20 way one-shot learning accuracy
iteration 76, training loss: 1.95,
2.03352
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 17.6% 20 way one-shot learning accuracy
iteration 77, training loss: 2.03,
2.03584
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 20.4% 20 way one-shot learning accuracy
iteration 78, training loss: 2.04,
1.99426
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 25.6% 20 way one-shot learning accuracy
iteration 79, training loss: 1.99,
1.95042
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 27.6% 20 way one-shot learning accuracy
iteration 80, training loss: 1.95,
1.94251
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 24.8% 20 way one-shot learning accuracy
iteration 81, training loss: 1.94,
1.94714
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 28.0% 20 way one-shot learning accuracy
iteration 82, training loss: 1.95,
1.93889
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 25.6% 20 way one-shot learning accuracy
iteration 83, training loss: 1.94,
1.96696
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 26.4% 20 way one-shot learning accuracy
iteration 84, training loss: 1.97,
1.85819
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 26.8% 20 way one-shot learning accuracy
iteration 85, training loss: 1.86,
1.80977
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 24.4% 20 way one-shot learning accuracy
iteration 86, training loss: 1.81,
1.83622
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 22.4% 20 way one-shot learning accuracy
iteration 87, training loss: 1.84,
1.81589
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 30.0% 20 way one-shot learning accuracy
iteration 88, training loss: 1.82,
1.8688
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 26.0% 20 way one-shot learning accuracy
iteration 89, training loss: 1.87,
1.83948
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 30.0% 20 way one-shot learning accuracy
iteration 90, training loss: 1.84,
1.90647
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 26.0% 20 way one-shot learning accuracy
iteration 91, training loss: 1.91,
1.86313
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 23.2% 20 way one-shot learning accuracy
iteration 92, training loss: 1.86,
1.85726
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 24.4% 20 way one-shot learning accuracy
iteration 93, training loss: 1.86,
1.79098
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 22.4% 20 way one-shot learning accuracy
iteration 94, training loss: 1.79,
1.79758
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 24.4% 20 way one-shot learning accuracy
iteration 95, training loss: 1.80,
1.87229
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 26.4% 20 way one-shot learning accuracy
iteration 96, training loss: 1.87,
1.86258
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 22.4% 20 way one-shot learning accuracy
iteration 97, training loss: 1.86,
1.80037
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 13.6% 20 way one-shot learning accuracy
iteration 98, training loss: 1.80,
1.91569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 18.0% 20 way one-shot learning accuracy
iteration 99, training loss: 1.92,
1.78209
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 16.0% 20 way one-shot learning accuracy
iteration 100, training loss: 1.78,
1.8398
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 25.6% 20 way one-shot learning accuracy
iteration 101, training loss: 1.84,
1.82565
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 23.6% 20 way one-shot learning accuracy
iteration 102, training loss: 1.83,
1.86484
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 19.6% 20 way one-shot learning accuracy
iteration 103, training loss: 1.86,
1.77491
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 24.4% 20 way one-shot learning accuracy
iteration 104, training loss: 1.77,
1.88636
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 22.8% 20 way one-shot learning accuracy
iteration 105, training loss: 1.89,
1.82593
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 22.4% 20 way one-shot learning accuracy
iteration 106, training loss: 1.83,
1.77492
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 27.6% 20 way one-shot learning accuracy
iteration 107, training loss: 1.77,
1.84931
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 20.4% 20 way one-shot learning accuracy
iteration 108, training loss: 1.85,
1.65716
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 20.4% 20 way one-shot learning accuracy
iteration 109, training loss: 1.66,
1.76553
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 19.2% 20 way one-shot learning accuracy
iteration 110, training loss: 1.77,
1.80451
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 20.8% 20 way one-shot learning accuracy
iteration 111, training loss: 1.80,
1.8212
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 25.6% 20 way one-shot learning accuracy
iteration 112, training loss: 1.82,
1.84243
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 18.4% 20 way one-shot learning accuracy
iteration 113, training loss: 1.84,
1.94808
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 25.2% 20 way one-shot learning accuracy
iteration 114, training loss: 1.95,
1.86206
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 21.2% 20 way one-shot learning accuracy
iteration 115, training loss: 1.86,
1.82811
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 26.4% 20 way one-shot learning accuracy
iteration 116, training loss: 1.83,
1.72766
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 31.6% 20 way one-shot learning accuracy
iteration 117, training loss: 1.73,
1.81082
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 18.4% 20 way one-shot learning accuracy
iteration 118, training loss: 1.81,
1.84205
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 24.8% 20 way one-shot learning accuracy
iteration 119, training loss: 1.84,
1.72371
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 24.0% 20 way one-shot learning accuracy
iteration 120, training loss: 1.72,
1.85191
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 26.0% 20 way one-shot learning accuracy
iteration 121, training loss: 1.85,
1.80095
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 24.0% 20 way one-shot learning accuracy
iteration 122, training loss: 1.80,
1.76621
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 29.2% 20 way one-shot learning accuracy
iteration 123, training loss: 1.77,
1.78344
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 29.6% 20 way one-shot learning accuracy
iteration 124, training loss: 1.78,
1.75619
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 28.8% 20 way one-shot learning accuracy
iteration 125, training loss: 1.76,
1.69772
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 24.4% 20 way one-shot learning accuracy
iteration 126, training loss: 1.70,
1.62533
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 23.6% 20 way one-shot learning accuracy
iteration 127, training loss: 1.63,
1.77255
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 21.6% 20 way one-shot learning accuracy
iteration 128, training loss: 1.77,
1.69632
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 17.2% 20 way one-shot learning accuracy
iteration 129, training loss: 1.70,
1.72531
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 18.8% 20 way one-shot learning accuracy
iteration 130, training loss: 1.73,
1.69475
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 22.8% 20 way one-shot learning accuracy
iteration 131, training loss: 1.69,
1.64777
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 28.0% 20 way one-shot learning accuracy
iteration 132, training loss: 1.65,
1.80413
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 21.6% 20 way one-shot learning accuracy
iteration 133, training loss: 1.80,
1.73294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 21.6% 20 way one-shot learning accuracy
iteration 134, training loss: 1.73,
1.68235
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 22.0% 20 way one-shot learning accuracy
iteration 135, training loss: 1.68,
1.63601
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 22.8% 20 way one-shot learning accuracy
iteration 136, training loss: 1.64,
1.74326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 22.4% 20 way one-shot learning accuracy
iteration 137, training loss: 1.74,
1.69781
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 26.4% 20 way one-shot learning accuracy
iteration 138, training loss: 1.70,
1.69169
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 15.6% 20 way one-shot learning accuracy
iteration 139, training loss: 1.69,
1.72235
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 20.0% 20 way one-shot learning accuracy
iteration 140, training loss: 1.72,
1.63606
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 16.4% 20 way one-shot learning accuracy
iteration 141, training loss: 1.64,
1.72394
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 22.8% 20 way one-shot learning accuracy
iteration 142, training loss: 1.72,
1.81086
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 14.8% 20 way one-shot learning accuracy
iteration 143, training loss: 1.81,
1.65768
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 16.0% 20 way one-shot learning accuracy
iteration 144, training loss: 1.66,
1.57186
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 20.4% 20 way one-shot learning accuracy
iteration 145, training loss: 1.57,
1.56084
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 26.0% 20 way one-shot learning accuracy
iteration 146, training loss: 1.56,
1.62074
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 25.6% 20 way one-shot learning accuracy
iteration 147, training loss: 1.62,
1.68333
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 24.0% 20 way one-shot learning accuracy
iteration 148, training loss: 1.68,
1.74276
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 22.8% 20 way one-shot learning accuracy
iteration 149, training loss: 1.74,
1.7599
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 24.4% 20 way one-shot learning accuracy
iteration 150, training loss: 1.76,
1.60618
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 28.0% 20 way one-shot learning accuracy
iteration 151, training loss: 1.61,
1.59008
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 27.2% 20 way one-shot learning accuracy
iteration 152, training loss: 1.59,
1.57342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 22.0% 20 way one-shot learning accuracy
iteration 153, training loss: 1.57,
1.72779
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 20.8% 20 way one-shot learning accuracy
iteration 154, training loss: 1.73,
1.77419
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 21.6% 20 way one-shot learning accuracy
iteration 155, training loss: 1.77,
1.49859
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 23.6% 20 way one-shot learning accuracy
iteration 156, training loss: 1.50,
1.61684
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 24.8% 20 way one-shot learning accuracy
iteration 157, training loss: 1.62,
1.605
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 20.8% 20 way one-shot learning accuracy
iteration 158, training loss: 1.61,
1.61444
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 23.6% 20 way one-shot learning accuracy
iteration 159, training loss: 1.61,
1.82565
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 20.0% 20 way one-shot learning accuracy
iteration 160, training loss: 1.83,
1.58805
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 24.4% 20 way one-shot learning accuracy
iteration 161, training loss: 1.59,
1.62397
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 26.4% 20 way one-shot learning accuracy
iteration 162, training loss: 1.62,
1.60732
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 26.8% 20 way one-shot learning accuracy
iteration 163, training loss: 1.61,
1.48443
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 27.2% 20 way one-shot learning accuracy
iteration 164, training loss: 1.48,
1.626
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 24.8% 20 way one-shot learning accuracy
iteration 165, training loss: 1.63,
1.52225
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 23.2% 20 way one-shot learning accuracy
iteration 166, training loss: 1.52,
1.53943
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 29.6% 20 way one-shot learning accuracy
iteration 167, training loss: 1.54,
1.54998
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 24.8% 20 way one-shot learning accuracy
iteration 168, training loss: 1.55,
1.51961
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 24.4% 20 way one-shot learning accuracy
iteration 169, training loss: 1.52,
1.70237
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 28.0% 20 way one-shot learning accuracy
iteration 170, training loss: 1.70,
1.60733
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 30.0% 20 way one-shot learning accuracy
iteration 171, training loss: 1.61,
1.65071
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 29.6% 20 way one-shot learning accuracy
iteration 172, training loss: 1.65,
1.56591
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 20.4% 20 way one-shot learning accuracy
iteration 173, training loss: 1.57,
1.62305
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 21.6% 20 way one-shot learning accuracy
iteration 174, training loss: 1.62,
1.60663
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 22.8% 20 way one-shot learning accuracy
iteration 175, training loss: 1.61,
1.5509
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 18.0% 20 way one-shot learning accuracy
iteration 176, training loss: 1.55,
1.46031
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 23.6% 20 way one-shot learning accuracy
iteration 177, training loss: 1.46,
1.5182
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 26.8% 20 way one-shot learning accuracy
iteration 178, training loss: 1.52,
1.5562
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 30.8% 20 way one-shot learning accuracy
iteration 179, training loss: 1.56,
1.51935
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 27.2% 20 way one-shot learning accuracy
iteration 180, training loss: 1.52,
1.68537
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 24.4% 20 way one-shot learning accuracy
iteration 181, training loss: 1.69,
1.50384
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 28.4% 20 way one-shot learning accuracy
iteration 182, training loss: 1.50,
1.60532
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 23.6% 20 way one-shot learning accuracy
iteration 183, training loss: 1.61,
1.49336
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 22.0% 20 way one-shot learning accuracy
iteration 184, training loss: 1.49,
1.54953
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 17.6% 20 way one-shot learning accuracy
iteration 185, training loss: 1.55,
1.48006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 21.2% 20 way one-shot learning accuracy
iteration 186, training loss: 1.48,
1.51571
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 19.6% 20 way one-shot learning accuracy
iteration 187, training loss: 1.52,
1.5544
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 22.8% 20 way one-shot learning accuracy
iteration 188, training loss: 1.55,
1.55141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 27.2% 20 way one-shot learning accuracy
iteration 189, training loss: 1.55,
1.57319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 23.6% 20 way one-shot learning accuracy
iteration 190, training loss: 1.57,
1.43754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 26.0% 20 way one-shot learning accuracy
iteration 191, training loss: 1.44,
1.50686
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 25.2% 20 way one-shot learning accuracy
iteration 192, training loss: 1.51,
1.50748
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 24.8% 20 way one-shot learning accuracy
iteration 193, training loss: 1.51,
1.52542
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 23.6% 20 way one-shot learning accuracy
iteration 194, training loss: 1.53,
1.43826
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 23.2% 20 way one-shot learning accuracy
iteration 195, training loss: 1.44,
1.462
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 25.2% 20 way one-shot learning accuracy
iteration 196, training loss: 1.46,
1.60322
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 27.2% 20 way one-shot learning accuracy
iteration 197, training loss: 1.60,
1.52766
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 25.2% 20 way one-shot learning accuracy
iteration 198, training loss: 1.53,
1.73447
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 22.8% 20 way one-shot learning accuracy
iteration 199, training loss: 1.73,
1.52935
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 17.2% 20 way one-shot learning accuracy
iteration 200, training loss: 1.53,
1.45962
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 20.8% 20 way one-shot learning accuracy
iteration 201, training loss: 1.46,
1.54721
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 18.0% 20 way one-shot learning accuracy
iteration 202, training loss: 1.55,
1.53775
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 20.0% 20 way one-shot learning accuracy
iteration 203, training loss: 1.54,
1.55901
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 24.4% 20 way one-shot learning accuracy
iteration 204, training loss: 1.56,
1.55857
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 28.4% 20 way one-shot learning accuracy
iteration 205, training loss: 1.56,
1.58767
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 27.6% 20 way one-shot learning accuracy
iteration 206, training loss: 1.59,
1.48479
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 27.2% 20 way one-shot learning accuracy
iteration 207, training loss: 1.48,
1.67961
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 26.8% 20 way one-shot learning accuracy
iteration 208, training loss: 1.68,
1.56503
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 24.0% 20 way one-shot learning accuracy
iteration 209, training loss: 1.57,
1.45708
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 22.8% 20 way one-shot learning accuracy
iteration 210, training loss: 1.46,
1.50503
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 28.4% 20 way one-shot learning accuracy
iteration 211, training loss: 1.51,
1.45555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 30.4% 20 way one-shot learning accuracy
iteration 212, training loss: 1.46,
1.36955
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 30.0% 20 way one-shot learning accuracy
iteration 213, training loss: 1.37,
1.41225
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 25.2% 20 way one-shot learning accuracy
iteration 214, training loss: 1.41,
1.50612
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 20.0% 20 way one-shot learning accuracy
iteration 215, training loss: 1.51,
1.39288
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 26.4% 20 way one-shot learning accuracy
iteration 216, training loss: 1.39,
1.39961
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 25.6% 20 way one-shot learning accuracy
iteration 217, training loss: 1.40,
1.58986
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 28.0% 20 way one-shot learning accuracy
iteration 218, training loss: 1.59,
1.50707
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 25.6% 20 way one-shot learning accuracy
iteration 219, training loss: 1.51,
1.38912
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 27.2% 20 way one-shot learning accuracy
iteration 220, training loss: 1.39,
1.5042
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 26.8% 20 way one-shot learning accuracy
iteration 221, training loss: 1.50,
1.46937
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 24.8% 20 way one-shot learning accuracy
iteration 222, training loss: 1.47,
1.42603
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 28.0% 20 way one-shot learning accuracy
iteration 223, training loss: 1.43,
1.4372
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 27.6% 20 way one-shot learning accuracy
iteration 224, training loss: 1.44,
1.43163
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 22.4% 20 way one-shot learning accuracy
iteration 225, training loss: 1.43,
1.38073
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 21.2% 20 way one-shot learning accuracy
iteration 226, training loss: 1.38,
1.49848
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 24.0% 20 way one-shot learning accuracy
iteration 227, training loss: 1.50,
1.42105
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 22.0% 20 way one-shot learning accuracy
iteration 228, training loss: 1.42,
1.52581
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 23.6% 20 way one-shot learning accuracy
iteration 229, training loss: 1.53,
1.47421
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 22.8% 20 way one-shot learning accuracy
iteration 259, training loss: 1.32,
1.46728
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 22.8% 20 way one-shot learning accuracy
iteration 260, training loss: 1.47,
1.3653
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 32.4% 20 way one-shot learning accuracy
iteration 261, training loss: 1.37,
1.34301
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 28.8% 20 way one-shot learning accuracy
iteration 262, training loss: 1.34,
1.41132
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 23.2% 20 way one-shot learning accuracy
iteration 263, training loss: 1.41,
1.37369
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 23.6% 20 way one-shot learning accuracy
iteration 264, training loss: 1.37,
1.38834
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 26.0% 20 way one-shot learning accuracy
iteration 265, training loss: 1.39,
1.50552
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 25.2% 20 way one-shot learning accuracy
iteration 266, training loss: 1.51,
1.47343
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 23.6% 20 way one-shot learning accuracy
iteration 267, training loss: 1.47,
1.37846
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 26.8% 20 way one-shot learning accuracy
iteration 271, training loss: 1.29,
1.38455
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 26.8% 20 way one-shot learning accuracy
iteration 272, training loss: 1.38,
1.54469
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 23.6% 20 way one-shot learning accuracy
iteration 273, training loss: 1.54,
1.28586
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 26.8% 20 way one-shot learning accuracy
iteration 274, training loss: 1.29,
1.415
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 27.2% 20 way one-shot learning accuracy
iteration 275, training loss: 1.42,
1.48763
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 20.4% 20 way one-shot learning accuracy
iteration 276, training loss: 1.49,
1.31541
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 25.2% 20 way one-shot learning accuracy
iteration 277, training loss: 1.32,
1.28336
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 27.6% 20 way one-shot learning accuracy
iteration 278, training loss: 1.28,
1.48636
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 24.0% 20 way one-shot learning accuracy
iteration 279, training loss: 1.49,
1.43684
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 26.0% 20 way one-shot learning accuracy
iteration 280, training loss: 1.44,
1.24187
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 21.2% 20 way one-shot learning accuracy
iteration 281, training loss: 1.24,
1.46364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 24.4% 20 way one-shot learning accuracy
iteration 282, training loss: 1.46,
1.31823
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 24.4% 20 way one-shot learning accuracy
iteration 283, training loss: 1.32,
1.27604
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 22.8% 20 way one-shot learning accuracy
iteration 284, training loss: 1.28,
1.29774
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 24.0% 20 way one-shot learning accuracy
iteration 285, training loss: 1.30,
1.32222
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 29.2% 20 way one-shot learning accuracy
iteration 286, training loss: 1.32,
1.38121
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 33.2% 20 way one-shot learning accuracy
iteration 502, training loss: 1.21,
1.06012
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 38.8% 20 way one-shot learning accuracy
iteration 503, training loss: 1.06,
1.07228
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 34.8% 20 way one-shot learning accuracy
iteration 504, training loss: 1.07,
0.964633
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 36.4% 20 way one-shot learning accuracy
iteration 505, training loss: 0.96,
1.1006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 35.6% 20 way one-shot learning accuracy
iteration 506, training loss: 1.10,
1.07548
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 37.6% 20 way one-shot learning accuracy
iteration 507, training loss: 1.08,
1.06575
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 36.8% 20 way one-shot learning accuracy
iteration 508, training loss: 1.07,
1.05277
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.8% 20 way one-shot learning accuracy
iteration 509, training loss: 1.05,
1.0608
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 37.6% 20 way one-shot learning accuracy
iteration 510, training loss: 1.06,
0.962435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 40.0% 20 way one-shot learning accuracy
iteration 511, training loss: 0.96,
1.02503
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 39.6% 20 way one-shot learning accuracy
iteration 512, training loss: 1.03,
1.10343
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 39.6% 20 way one-shot learning accuracy
iteration 513, training loss: 1.10,
1.03113
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 39.2% 20 way one-shot learning accuracy
iteration 514, training loss: 1.03,
1.0891
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 34.4% 20 way one-shot learning accuracy
iteration 515, training loss: 1.09,
0.998805
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 38.8% 20 way one-shot learning accuracy
iteration 516, training loss: 1.00,
1.12072
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 39.6% 20 way one-shot learning accuracy
iteration 517, training loss: 1.12,
1.09866
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.0% 20 way one-shot learning accuracy
iteration 518, training loss: 1.10,
0.983665
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 41.6% 20 way one-shot learning accuracy
iteration 519, training loss: 0.98,
0.966531
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 40.8% 20 way one-shot learning accuracy
iteration 520, training loss: 0.97,
1.16024
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 43.2% 20 way one-shot learning accuracy
iteration 521, training loss: 1.16,
1.07984
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.8% 20 way one-shot learning accuracy
iteration 522, training loss: 1.08,
1.06143
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.8% 20 way one-shot learning accuracy
iteration 523, training loss: 1.06,
1.00573
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 41.2% 20 way one-shot learning accuracy
iteration 524, training loss: 1.01,
1.00155
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 40.8% 20 way one-shot learning accuracy
iteration 525, training loss: 1.00,
1.11007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 37.2% 20 way one-shot learning accuracy
iteration 526, training loss: 1.11,
0.947325
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.8% 20 way one-shot learning accuracy
iteration 527, training loss: 0.95,
1.1952
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 40.0% 20 way one-shot learning accuracy
iteration 528, training loss: 1.20,
1.0593
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 39.2% 20 way one-shot learning accuracy
iteration 529, training loss: 1.06,
0.995904
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 41.2% 20 way one-shot learning accuracy
iteration 530, training loss: 1.00,
1.2278
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 36.0% 20 way one-shot learning accuracy
iteration 531, training loss: 1.23,
0.936891
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 36.4% 20 way one-shot learning accuracy
iteration 532, training loss: 0.94,
0.982906
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.0% 20 way one-shot learning accuracy
iteration 533, training loss: 0.98,
0.935009
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 38.8% 20 way one-shot learning accuracy
iteration 534, training loss: 0.94,
1.03291
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.0% 20 way one-shot learning accuracy
iteration 535, training loss: 1.03,
1.01812
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 39.6% 20 way one-shot learning accuracy
iteration 536, training loss: 1.02,
0.980709
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 38.0% 20 way one-shot learning accuracy
iteration 537, training loss: 0.98,
1.00619
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 40.4% 20 way one-shot learning accuracy
iteration 538, training loss: 1.01,
0.93075
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 35.2% 20 way one-shot learning accuracy
iteration 539, training loss: 0.93,
1.03747
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 38.8% 20 way one-shot learning accuracy
iteration 540, training loss: 1.04,
1.06269
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 39.2% 20 way one-shot learning accuracy
iteration 541, training loss: 1.06,
1.01772
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 36.4% 20 way one-shot learning accuracy
iteration 542, training loss: 1.02,
1.22005
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 32.0% 20 way one-shot learning accuracy
iteration 543, training loss: 1.22,
0.96794
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 35.6% 20 way one-shot learning accuracy
iteration 544, training loss: 0.97,
1.19323
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 34.8% 20 way one-shot learning accuracy
iteration 545, training loss: 1.19,
1.1408
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 36.0% 20 way one-shot learning accuracy
iteration 546, training loss: 1.14,
1.03134
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 40.8% 20 way one-shot learning accuracy
iteration 547, training loss: 1.03,
1.13768
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 43.2% 20 way one-shot learning accuracy
iteration 548, training loss: 1.14,
1.12867
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 37.6% 20 way one-shot learning accuracy
iteration 549, training loss: 1.13,
0.998527
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 37.6% 20 way one-shot learning accuracy
iteration 550, training loss: 1.00,
1.06382
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 32.8% 20 way one-shot learning accuracy
iteration 551, training loss: 1.06,
1.22589
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 39.2% 20 way one-shot learning accuracy
iteration 552, training loss: 1.23,
1.00018
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 37.2% 20 way one-shot learning accuracy
iteration 553, training loss: 1.00,
1.02588
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 38.4% 20 way one-shot learning accuracy
iteration 554, training loss: 1.03,
0.934641
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 37.2% 20 way one-shot learning accuracy
iteration 555, training loss: 0.93,
1.05541
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 36.8% 20 way one-shot learning accuracy
iteration 556, training loss: 1.06,
1.06382
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 38.0% 20 way one-shot learning accuracy
iteration 557, training loss: 1.06,
1.01347
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 39.6% 20 way one-shot learning accuracy
iteration 558, training loss: 1.01,
1.12803
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 36.4% 20 way one-shot learning accuracy
iteration 559, training loss: 1.13,
0.892153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 41.2% 20 way one-shot learning accuracy
iteration 560, training loss: 0.89,
1.14212
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 41.2% 20 way one-shot learning accuracy
iteration 561, training loss: 1.14,
1.27326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 43.6% 20 way one-shot learning accuracy
iteration 562, training loss: 1.27,
1.02704
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.8% 20 way one-shot learning accuracy
iteration 563, training loss: 1.03,
0.978413
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.0% 20 way one-shot learning accuracy
iteration 564, training loss: 0.98,
1.08095
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 40.8% 20 way one-shot learning accuracy
iteration 565, training loss: 1.08,
0.964338
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.0% 20 way one-shot learning accuracy
iteration 566, training loss: 0.96,
0.998286
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.8% 20 way one-shot learning accuracy
iteration 567, training loss: 1.00,
1.1112
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.8% 20 way one-shot learning accuracy
iteration 568, training loss: 1.11,
1.13179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.6% 20 way one-shot learning accuracy
iteration 569, training loss: 1.13,
1.14468
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.4% 20 way one-shot learning accuracy
iteration 570, training loss: 1.14,
1.02252
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.0% 20 way one-shot learning accuracy
iteration 571, training loss: 1.02,
0.986288
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.4% 20 way one-shot learning accuracy
iteration 572, training loss: 0.99,
1.04025
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 38.8% 20 way one-shot learning accuracy
iteration 573, training loss: 1.04,
1.02074
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 43.2% 20 way one-shot learning accuracy
iteration 574, training loss: 1.02,
0.988964
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 40.8% 20 way one-shot learning accuracy
iteration 575, training loss: 0.99,
0.93134
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 38.0% 20 way one-shot learning accuracy
iteration 576, training loss: 0.93,
0.988884
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 36.4% 20 way one-shot learning accuracy
iteration 577, training loss: 0.99,
0.982241
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 41.2% 20 way one-shot learning accuracy
iteration 578, training loss: 0.98,
0.980866
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 41.2% 20 way one-shot learning accuracy
iteration 579, training loss: 0.98,
1.04379
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.4% 20 way one-shot learning accuracy
iteration 580, training loss: 1.04,
1.01397
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 39.2% 20 way one-shot learning accuracy
iteration 581, training loss: 1.01,
1.03706
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 36.0% 20 way one-shot learning accuracy
iteration 582, training loss: 1.04,
0.964878
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 43.6% 20 way one-shot learning accuracy
iteration 583, training loss: 0.96,
0.947045
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 41.2% 20 way one-shot learning accuracy
iteration 584, training loss: 0.95,
0.970227
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.0% 20 way one-shot learning accuracy
iteration 585, training loss: 0.97,
1.02253
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 38.8% 20 way one-shot learning accuracy
iteration 586, training loss: 1.02,
1.12391
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 34.4% 20 way one-shot learning accuracy
iteration 587, training loss: 1.12,
0.977532
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 38.0% 20 way one-shot learning accuracy
iteration 588, training loss: 0.98,
1.06278
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.0% 20 way one-shot learning accuracy
iteration 589, training loss: 1.06,
0.904141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 39.6% 20 way one-shot learning accuracy
iteration 590, training loss: 0.90,
1.0157
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.0% 20 way one-shot learning accuracy
iteration 591, training loss: 1.02,
0.985001
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.2% 20 way one-shot learning accuracy
iteration 592, training loss: 0.99,
1.08037
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 40.4% 20 way one-shot learning accuracy
iteration 593, training loss: 1.08,
1.06572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 40.4% 20 way one-shot learning accuracy
iteration 594, training loss: 1.07,
1.08427
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 37.6% 20 way one-shot learning accuracy
iteration 595, training loss: 1.08,
1.04011
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.2% 20 way one-shot learning accuracy
iteration 596, training loss: 1.04,
0.99175
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.0% 20 way one-shot learning accuracy
iteration 597, training loss: 0.99,
0.978793
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 41.6% 20 way one-shot learning accuracy
iteration 598, training loss: 0.98,
1.02014
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 43.2% 20 way one-shot learning accuracy
iteration 599, training loss: 1.02,
1.06322
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.6% 20 way one-shot learning accuracy
iteration 600, training loss: 1.06,
1.06981
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.0% 20 way one-shot learning accuracy
iteration 601, training loss: 1.07,
0.937283
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.8% 20 way one-shot learning accuracy
iteration 602, training loss: 0.94,
0.992837
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 43.6% 20 way one-shot learning accuracy
iteration 603, training loss: 0.99,
1.01113
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 49.6% 20 way one-shot learning accuracy
iteration 604, training loss: 1.01,
1.06102
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 43.2% 20 way one-shot learning accuracy
iteration 605, training loss: 1.06,
0.983624
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.8% 20 way one-shot learning accuracy
iteration 606, training loss: 0.98,
0.904431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.4% 20 way one-shot learning accuracy
iteration 607, training loss: 0.90,
0.909055
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 40.0% 20 way one-shot learning accuracy
iteration 608, training loss: 0.91,
0.969503
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.0% 20 way one-shot learning accuracy
iteration 609, training loss: 0.97,
1.13867
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.4% 20 way one-shot learning accuracy
iteration 610, training loss: 1.14,
0.825137
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.6% 20 way one-shot learning accuracy
iteration 611, training loss: 0.83,
0.952968
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.8% 20 way one-shot learning accuracy
iteration 612, training loss: 0.95,
1.09131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 41.2% 20 way one-shot learning accuracy
iteration 613, training loss: 1.09,
0.92723
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 41.2% 20 way one-shot learning accuracy
iteration 614, training loss: 0.93,
1.03027
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 40.4% 20 way one-shot learning accuracy
iteration 615, training loss: 1.03,
0.893311
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.8% 20 way one-shot learning accuracy
iteration 616, training loss: 0.89,
0.90853
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.0% 20 way one-shot learning accuracy
iteration 617, training loss: 0.91,
0.92509
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.4% 20 way one-shot learning accuracy
iteration 618, training loss: 0.93,
0.971144
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.6% 20 way one-shot learning accuracy
iteration 619, training loss: 0.97,
0.874319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 41.6% 20 way one-shot learning accuracy
iteration 620, training loss: 0.87,
0.96493
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.2% 20 way one-shot learning accuracy
iteration 621, training loss: 0.96,
0.993432
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 35.6% 20 way one-shot learning accuracy
iteration 622, training loss: 0.99,
1.06045
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 40.8% 20 way one-shot learning accuracy
iteration 623, training loss: 1.06,
0.902734
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 40.4% 20 way one-shot learning accuracy
iteration 624, training loss: 0.90,
0.999959
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 41.2% 20 way one-shot learning accuracy
iteration 625, training loss: 1.00,
0.922531
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 34.0% 20 way one-shot learning accuracy
iteration 626, training loss: 0.92,
0.940506
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.6% 20 way one-shot learning accuracy
iteration 627, training loss: 0.94,
0.976697
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 43.6% 20 way one-shot learning accuracy
iteration 628, training loss: 0.98,
1.18934
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.6% 20 way one-shot learning accuracy
iteration 629, training loss: 1.19,
0.998859
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.8% 20 way one-shot learning accuracy
iteration 630, training loss: 1.00,
0.96428
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 41.6% 20 way one-shot learning accuracy
iteration 631, training loss: 0.96,
1.07734
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 40.4% 20 way one-shot learning accuracy
iteration 632, training loss: 1.08,
0.986918
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.2% 20 way one-shot learning accuracy
iteration 633, training loss: 0.99,
0.981139
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.8% 20 way one-shot learning accuracy
iteration 634, training loss: 0.98,
0.987546
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.0% 20 way one-shot learning accuracy
iteration 635, training loss: 0.99,
0.895594
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 49.2% 20 way one-shot learning accuracy
iteration 636, training loss: 0.90,
1.02824
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.8% 20 way one-shot learning accuracy
iteration 637, training loss: 1.03,
0.981904
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.0% 20 way one-shot learning accuracy
iteration 638, training loss: 0.98,
0.991299
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.0% 20 way one-shot learning accuracy
iteration 639, training loss: 0.99,
0.950494
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.8% 20 way one-shot learning accuracy
iteration 640, training loss: 0.95,
0.891679
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 39.2% 20 way one-shot learning accuracy
iteration 641, training loss: 0.89,
1.05673
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.4% 20 way one-shot learning accuracy
iteration 642, training loss: 1.06,
0.995407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.6% 20 way one-shot learning accuracy
iteration 643, training loss: 1.00,
0.929081
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 40.0% 20 way one-shot learning accuracy
iteration 644, training loss: 0.93,
1.07762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.8% 20 way one-shot learning accuracy
iteration 645, training loss: 1.08,
0.959199
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 32.4% 20 way one-shot learning accuracy
iteration 646, training loss: 0.96,
0.960168
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 36.8% 20 way one-shot learning accuracy
iteration 647, training loss: 0.96,
1.13726
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 43.6% 20 way one-shot learning accuracy
iteration 648, training loss: 1.14,
1.12643
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 35.2% 20 way one-shot learning accuracy
iteration 649, training loss: 1.13,
0.94944
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 43.6% 20 way one-shot learning accuracy
iteration 650, training loss: 0.95,
0.910802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.2% 20 way one-shot learning accuracy
iteration 651, training loss: 0.91,
0.957817
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.4% 20 way one-shot learning accuracy
iteration 652, training loss: 0.96,
0.957049
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.4% 20 way one-shot learning accuracy
iteration 653, training loss: 0.96,
1.04252
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 43.6% 20 way one-shot learning accuracy
iteration 654, training loss: 1.04,
1.02356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.2% 20 way one-shot learning accuracy
iteration 655, training loss: 1.02,
0.921372
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 43.2% 20 way one-shot learning accuracy
iteration 656, training loss: 0.92,
1.04045
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.8% 20 way one-shot learning accuracy
iteration 657, training loss: 1.04,
1.01888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 35.6% 20 way one-shot learning accuracy
iteration 658, training loss: 1.02,
0.978636
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.6% 20 way one-shot learning accuracy
iteration 659, training loss: 0.98,
0.953969
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.0% 20 way one-shot learning accuracy
iteration 660, training loss: 0.95,
0.8804
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.0% 20 way one-shot learning accuracy
iteration 661, training loss: 0.88,
0.905236
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.2% 20 way one-shot learning accuracy
iteration 662, training loss: 0.91,
0.868764
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.4% 20 way one-shot learning accuracy
iteration 663, training loss: 0.87,
0.984473
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.6% 20 way one-shot learning accuracy
iteration 664, training loss: 0.98,
1.0436
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.4% 20 way one-shot learning accuracy
iteration 665, training loss: 1.04,
1.06007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 40.4% 20 way one-shot learning accuracy
iteration 666, training loss: 1.06,
0.89658
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.4% 20 way one-shot learning accuracy
iteration 667, training loss: 0.90,
0.870031
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.2% 20 way one-shot learning accuracy
iteration 668, training loss: 0.87,
0.994608
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 36.4% 20 way one-shot learning accuracy
iteration 669, training loss: 0.99,
1.04978
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.4% 20 way one-shot learning accuracy
iteration 670, training loss: 1.05,
0.899614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.0% 20 way one-shot learning accuracy
iteration 671, training loss: 0.90,
0.970903
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.8% 20 way one-shot learning accuracy
iteration 672, training loss: 0.97,
0.966505
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.8% 20 way one-shot learning accuracy
iteration 673, training loss: 0.97,
0.902387
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.8% 20 way one-shot learning accuracy
iteration 674, training loss: 0.90,
0.978609
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.4% 20 way one-shot learning accuracy
iteration 675, training loss: 0.98,
0.907304
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.6% 20 way one-shot learning accuracy
iteration 676, training loss: 0.91,
0.862832
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.0% 20 way one-shot learning accuracy
iteration 677, training loss: 0.86,
0.832165
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 678, training loss: 0.83,
1.02115
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.4% 20 way one-shot learning accuracy
iteration 679, training loss: 1.02,
0.890681
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.6% 20 way one-shot learning accuracy
iteration 680, training loss: 0.89,
0.849451
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.2% 20 way one-shot learning accuracy
iteration 681, training loss: 0.85,
0.816826
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.4% 20 way one-shot learning accuracy
iteration 682, training loss: 0.82,
0.809593
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.0% 20 way one-shot learning accuracy
iteration 683, training loss: 0.81,
0.944301
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.2% 20 way one-shot learning accuracy
iteration 684, training loss: 0.94,
0.880798
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.8% 20 way one-shot learning accuracy
iteration 685, training loss: 0.88,
0.876606
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 41.6% 20 way one-shot learning accuracy
iteration 686, training loss: 0.88,
0.876652
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.4% 20 way one-shot learning accuracy
iteration 687, training loss: 0.88,
0.784641
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 43.2% 20 way one-shot learning accuracy
iteration 688, training loss: 0.78,
0.893752
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.6% 20 way one-shot learning accuracy
iteration 689, training loss: 0.89,
0.947435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 43.2% 20 way one-shot learning accuracy
iteration 690, training loss: 0.95,
0.951354
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 37.2% 20 way one-shot learning accuracy
iteration 691, training loss: 0.95,
0.879441
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.4% 20 way one-shot learning accuracy
iteration 692, training loss: 0.88,
0.887807
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.8% 20 way one-shot learning accuracy
iteration 693, training loss: 0.89,
0.981688
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 41.6% 20 way one-shot learning accuracy
iteration 694, training loss: 0.98,
1.00684
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 33.2% 20 way one-shot learning accuracy
iteration 695, training loss: 1.01,
0.918887
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.6% 20 way one-shot learning accuracy
iteration 696, training loss: 0.92,
0.930285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 40.4% 20 way one-shot learning accuracy
iteration 697, training loss: 0.93,
0.774062
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.8% 20 way one-shot learning accuracy
iteration 712, training loss: 0.85,
0.960763
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.2% 20 way one-shot learning accuracy
iteration 713, training loss: 0.96,
0.807703
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.4% 20 way one-shot learning accuracy
iteration 714, training loss: 0.81,
0.813039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.0% 20 way one-shot learning accuracy
iteration 715, training loss: 0.81,
1.01374
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 38.8% 20 way one-shot learning accuracy
iteration 716, training loss: 1.01,
0.933772
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.0% 20 way one-shot learning accuracy
iteration 717, training loss: 0.93,
1.02045
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.0% 20 way one-shot learning accuracy
iteration 718, training loss: 1.02,
0.925026
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.8% 20 way one-shot learning accuracy
iteration 719, training loss: 0.93,
0.820519
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 49.2% 20 way one-shot learning accuracy
iteration 720, training loss: 0.82,
0.794104
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.0% 20 way one-shot learning accuracy
iteration 721, training loss: 0.79,
0.811761
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.0% 20 way one-shot learning accuracy
iteration 722, training loss: 0.81,
0.815205
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.6% 20 way one-shot learning accuracy
iteration 723, training loss: 0.82,
0.955771
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.0% 20 way one-shot learning accuracy
iteration 724, training loss: 0.96,
0.871158
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.2% 20 way one-shot learning accuracy
iteration 725, training loss: 0.87,
0.871606
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.2% 20 way one-shot learning accuracy
iteration 726, training loss: 0.87,
0.863405
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.8% 20 way one-shot learning accuracy
iteration 727, training loss: 0.86,
0.890011
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.6% 20 way one-shot learning accuracy
iteration 728, training loss: 0.89,
0.817125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.6% 20 way one-shot learning accuracy
iteration 729, training loss: 0.82,
0.815875
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.0% 20 way one-shot learning accuracy
iteration 730, training loss: 0.82,
0.902935
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.0% 20 way one-shot learning accuracy
iteration 731, training loss: 0.90,
0.804051
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.6% 20 way one-shot learning accuracy
iteration 732, training loss: 0.80,
0.881861
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.4% 20 way one-shot learning accuracy
iteration 733, training loss: 0.88,
0.86931
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.2% 20 way one-shot learning accuracy
iteration 734, training loss: 0.87,
0.833526
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 49.2% 20 way one-shot learning accuracy
iteration 735, training loss: 0.83,
1.00823
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.0% 20 way one-shot learning accuracy
iteration 736, training loss: 1.01,
0.829022
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 38.8% 20 way one-shot learning accuracy
iteration 737, training loss: 0.83,
0.94667
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.4% 20 way one-shot learning accuracy
iteration 738, training loss: 0.95,
0.977222
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.0% 20 way one-shot learning accuracy
iteration 739, training loss: 0.98,
0.917313
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.0% 20 way one-shot learning accuracy
iteration 740, training loss: 0.92,
0.842132
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.2% 20 way one-shot learning accuracy
iteration 741, training loss: 0.84,
0.859979
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.0% 20 way one-shot learning accuracy
iteration 742, training loss: 0.86,
0.740178
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 40.4% 20 way one-shot learning accuracy
iteration 743, training loss: 0.74,
0.816205
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 39.2% 20 way one-shot learning accuracy
iteration 744, training loss: 0.82,
0.733276
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.0% 20 way one-shot learning accuracy
iteration 745, training loss: 0.73,
0.932994
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.4% 20 way one-shot learning accuracy
iteration 746, training loss: 0.93,
0.894175
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 43.2% 20 way one-shot learning accuracy
iteration 747, training loss: 0.89,
0.911335
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 43.2% 20 way one-shot learning accuracy
iteration 748, training loss: 0.91,
0.94168
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.4% 20 way one-shot learning accuracy
iteration 749, training loss: 0.94,
1.06965
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 35.6% 20 way one-shot learning accuracy
iteration 750, training loss: 1.07,
1.07349
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.8% 20 way one-shot learning accuracy
iteration 751, training loss: 1.07,
0.825799
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.4% 20 way one-shot learning accuracy
iteration 752, training loss: 0.83,
0.818601
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 40.0% 20 way one-shot learning accuracy
iteration 753, training loss: 0.82,
0.845579
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 40.8% 20 way one-shot learning accuracy
iteration 754, training loss: 0.85,
1.04646
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 43.2% 20 way one-shot learning accuracy
iteration 755, training loss: 1.05,
0.874064
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 41.6% 20 way one-shot learning accuracy
iteration 756, training loss: 0.87,
0.904218
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.8% 20 way one-shot learning accuracy
iteration 757, training loss: 0.90,
0.869624
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.6% 20 way one-shot learning accuracy
iteration 758, training loss: 0.87,
0.922101
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.0% 20 way one-shot learning accuracy
iteration 759, training loss: 0.92,
0.803456
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.0% 20 way one-shot learning accuracy
iteration 760, training loss: 0.80,
0.839585
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.8% 20 way one-shot learning accuracy
iteration 761, training loss: 0.84,
0.775404
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 43.6% 20 way one-shot learning accuracy
iteration 762, training loss: 0.78,
0.87534
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.6% 20 way one-shot learning accuracy
iteration 763, training loss: 0.88,
0.936191
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 49.2% 20 way one-shot learning accuracy
iteration 764, training loss: 0.94,
0.782472
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.8% 20 way one-shot learning accuracy
iteration 765, training loss: 0.78,
0.875885
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.4% 20 way one-shot learning accuracy
iteration 766, training loss: 0.88,
0.823493
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 41.6% 20 way one-shot learning accuracy
iteration 767, training loss: 0.82,
0.758882
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 49.2% 20 way one-shot learning accuracy
iteration 768, training loss: 0.76,
0.846594
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.4% 20 way one-shot learning accuracy
iteration 769, training loss: 0.85,
0.955714
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.2% 20 way one-shot learning accuracy
iteration 770, training loss: 0.96,
0.87635
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.4% 20 way one-shot learning accuracy
iteration 771, training loss: 0.88,
0.821638
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.4% 20 way one-shot learning accuracy
iteration 772, training loss: 0.82,
0.976557
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.4% 20 way one-shot learning accuracy
iteration 773, training loss: 0.98,
0.844225
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.8% 20 way one-shot learning accuracy
iteration 774, training loss: 0.84,
0.815748
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.0% 20 way one-shot learning accuracy
iteration 775, training loss: 0.82,
0.750347
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 43.2% 20 way one-shot learning accuracy
iteration 776, training loss: 0.75,
0.935754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 38.8% 20 way one-shot learning accuracy
iteration 777, training loss: 0.94,
0.928101
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 43.6% 20 way one-shot learning accuracy
iteration 778, training loss: 0.93,
0.843556
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.6% 20 way one-shot learning accuracy
iteration 779, training loss: 0.84,
0.743224
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.0% 20 way one-shot learning accuracy
iteration 780, training loss: 0.74,
0.895543
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.4% 20 way one-shot learning accuracy
iteration 781, training loss: 0.90,
0.871044
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.8% 20 way one-shot learning accuracy
iteration 782, training loss: 0.87,
0.825443
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.6% 20 way one-shot learning accuracy
iteration 783, training loss: 0.83,
0.789079
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.4% 20 way one-shot learning accuracy
iteration 784, training loss: 0.79,
0.792581
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.8% 20 way one-shot learning accuracy
iteration 785, training loss: 0.79,
0.981994
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 43.2% 20 way one-shot learning accuracy
iteration 786, training loss: 0.98,
0.849156
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.6% 20 way one-shot learning accuracy
iteration 787, training loss: 0.85,
0.853432
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.8% 20 way one-shot learning accuracy
iteration 788, training loss: 0.85,
0.902998
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.4% 20 way one-shot learning accuracy
iteration 789, training loss: 0.90,
0.752901
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.2% 20 way one-shot learning accuracy
iteration 790, training loss: 0.75,
0.741849
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.8% 20 way one-shot learning accuracy
iteration 791, training loss: 0.74,
0.923859
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.0% 20 way one-shot learning accuracy
iteration 792, training loss: 0.92,
1.0016
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.4% 20 way one-shot learning accuracy
iteration 793, training loss: 1.00,
0.780785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.6% 20 way one-shot learning accuracy
iteration 794, training loss: 0.78,
0.861143
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.4% 20 way one-shot learning accuracy
iteration 795, training loss: 0.86,
0.823267
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.6% 20 way one-shot learning accuracy
iteration 796, training loss: 0.82,
0.851259
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.0% 20 way one-shot learning accuracy
iteration 797, training loss: 0.85,
0.87344
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 43.2% 20 way one-shot learning accuracy
iteration 798, training loss: 0.87,
0.788377
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.8% 20 way one-shot learning accuracy
iteration 799, training loss: 0.79,
0.924658
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.6% 20 way one-shot learning accuracy
iteration 800, training loss: 0.92,
0.799268
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 49.6% 20 way one-shot learning accuracy
iteration 801, training loss: 0.80,
0.850642
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.0% 20 way one-shot learning accuracy
iteration 802, training loss: 0.85,
0.896669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.4% 20 way one-shot learning accuracy
iteration 803, training loss: 0.90,
0.837273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.2% 20 way one-shot learning accuracy
iteration 804, training loss: 0.84,
0.895932
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 49.6% 20 way one-shot learning accuracy
iteration 805, training loss: 0.90,
0.850154
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.8% 20 way one-shot learning accuracy
iteration 806, training loss: 0.85,
0.872259
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.0% 20 way one-shot learning accuracy
iteration 807, training loss: 0.87,
0.751813
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.6% 20 way one-shot learning accuracy
iteration 808, training loss: 0.75,
0.866115
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 43.6% 20 way one-shot learning accuracy
iteration 809, training loss: 0.87,
1.02836
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.8% 20 way one-shot learning accuracy
iteration 810, training loss: 1.03,
0.928174
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.4% 20 way one-shot learning accuracy
iteration 811, training loss: 0.93,
0.838596
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.0% 20 way one-shot learning accuracy
iteration 812, training loss: 0.84,
0.993455
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.0% 20 way one-shot learning accuracy
iteration 813, training loss: 0.99,
0.695171
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 41.2% 20 way one-shot learning accuracy
iteration 814, training loss: 0.70,
0.720942
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.4% 20 way one-shot learning accuracy
iteration 815, training loss: 0.72,
0.796257
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.6% 20 way one-shot learning accuracy
iteration 816, training loss: 0.80,
0.811147
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.2% 20 way one-shot learning accuracy
iteration 817, training loss: 0.81,
0.774925
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 43.6% 20 way one-shot learning accuracy
iteration 818, training loss: 0.77,
0.892397
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.4% 20 way one-shot learning accuracy
iteration 819, training loss: 0.89,
0.832408
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.8% 20 way one-shot learning accuracy
iteration 820, training loss: 0.83,
0.834461
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 40.8% 20 way one-shot learning accuracy
iteration 821, training loss: 0.83,
0.688946
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 43.2% 20 way one-shot learning accuracy
iteration 822, training loss: 0.69,
0.790879
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.4% 20 way one-shot learning accuracy
iteration 823, training loss: 0.79,
0.825537
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.8% 20 way one-shot learning accuracy
iteration 824, training loss: 0.83,
0.819463
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.6% 20 way one-shot learning accuracy
iteration 825, training loss: 0.82,
1.02674
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.8% 20 way one-shot learning accuracy
iteration 826, training loss: 1.03,
0.952708
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 40.0% 20 way one-shot learning accuracy
iteration 827, training loss: 0.95,
0.896574
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.8% 20 way one-shot learning accuracy
iteration 828, training loss: 0.90,
0.924867
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.6% 20 way one-shot learning accuracy
iteration 829, training loss: 0.92,
0.868955
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.2% 20 way one-shot learning accuracy
iteration 830, training loss: 0.87,
0.857429
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.6% 20 way one-shot learning accuracy
iteration 831, training loss: 0.86,
0.948456
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.8% 20 way one-shot learning accuracy
iteration 832, training loss: 0.95,
0.909172
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.4% 20 way one-shot learning accuracy
iteration 833, training loss: 0.91,
0.851144
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 41.2% 20 way one-shot learning accuracy
iteration 834, training loss: 0.85,
0.914852
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.0% 20 way one-shot learning accuracy
iteration 835, training loss: 0.91,
0.8871
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.2% 20 way one-shot learning accuracy
iteration 843, training loss: 0.79,
0.894748
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.8% 20 way one-shot learning accuracy
iteration 844, training loss: 0.89,
0.992303
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.6% 20 way one-shot learning accuracy
iteration 845, training loss: 0.99,
0.829809
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.6% 20 way one-shot learning accuracy
iteration 846, training loss: 0.83,
0.958053
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.0% 20 way one-shot learning accuracy
iteration 847, training loss: 0.96,
0.803088
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.2% 20 way one-shot learning accuracy
iteration 848, training loss: 0.80,
0.823672
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.2% 20 way one-shot learning accuracy
iteration 849, training loss: 0.82,
0.833244
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.8% 20 way one-shot learning accuracy
iteration 850, training loss: 0.83,
0.771847
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.6% 20 way one-shot learning accuracy
iteration 851, training loss: 0.77,
0.95846
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.2% 20 way one-shot learning accuracy
iteration 852, training loss: 0.96,
0.860497
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 43.2% 20 way one-shot learning accuracy
iteration 853, training loss: 0.86,
0.811726
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.6% 20 way one-shot learning accuracy
iteration 854, training loss: 0.81,
0.751292
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.0% 20 way one-shot learning accuracy
iteration 855, training loss: 0.75,
0.886476
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.8% 20 way one-shot learning accuracy
iteration 856, training loss: 0.89,
0.928692
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.0% 20 way one-shot learning accuracy
iteration 857, training loss: 0.93,
0.872857
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.2% 20 way one-shot learning accuracy
iteration 858, training loss: 0.87,
0.826721
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.8% 20 way one-shot learning accuracy
iteration 859, training loss: 0.83,
0.921309
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.2% 20 way one-shot learning accuracy
iteration 860, training loss: 0.92,
0.805988
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.8% 20 way one-shot learning accuracy
iteration 861, training loss: 0.81,
0.777882
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 862, training loss: 0.78,
0.865421
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.8% 20 way one-shot learning accuracy
iteration 863, training loss: 0.87,
0.835497
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.4% 20 way one-shot learning accuracy
iteration 864, training loss: 0.84,
0.862305
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.0% 20 way one-shot learning accuracy
iteration 865, training loss: 0.86,
0.945131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 49.2% 20 way one-shot learning accuracy
iteration 866, training loss: 0.95,
0.777367
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.0% 20 way one-shot learning accuracy
iteration 867, training loss: 0.78,
0.852799
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 49.6% 20 way one-shot learning accuracy
iteration 868, training loss: 0.85,
0.858139
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.2% 20 way one-shot learning accuracy
iteration 869, training loss: 0.86,
0.791595
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.6% 20 way one-shot learning accuracy
iteration 870, training loss: 0.79,
0.998394
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.0% 20 way one-shot learning accuracy
iteration 871, training loss: 1.00,
0.905467
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.0% 20 way one-shot learning accuracy
iteration 872, training loss: 0.91,
0.829941
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.6% 20 way one-shot learning accuracy
iteration 873, training loss: 0.83,
0.846497
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.4% 20 way one-shot learning accuracy
iteration 874, training loss: 0.85,
0.907858
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.4% 20 way one-shot learning accuracy
iteration 875, training loss: 0.91,
0.745706
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.6% 20 way one-shot learning accuracy
iteration 876, training loss: 0.75,
0.882553
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.8% 20 way one-shot learning accuracy
iteration 877, training loss: 0.88,
0.849456
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.0% 20 way one-shot learning accuracy
iteration 878, training loss: 0.85,
0.883093
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.6% 20 way one-shot learning accuracy
iteration 879, training loss: 0.88,
0.91309
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.0% 20 way one-shot learning accuracy
iteration 880, training loss: 0.91,
0.769412
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.8% 20 way one-shot learning accuracy
iteration 881, training loss: 0.77,
0.786909
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.2% 20 way one-shot learning accuracy
iteration 882, training loss: 0.79,
0.758478
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.2% 20 way one-shot learning accuracy
iteration 883, training loss: 0.76,
0.797168
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.8% 20 way one-shot learning accuracy
iteration 884, training loss: 0.80,
0.812177
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.8% 20 way one-shot learning accuracy
iteration 885, training loss: 0.81,
0.705038
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 886, training loss: 0.71,
0.796348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.0% 20 way one-shot learning accuracy
iteration 887, training loss: 0.80,
0.713632
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 49.6% 20 way one-shot learning accuracy
iteration 888, training loss: 0.71,
0.967944
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.8% 20 way one-shot learning accuracy
iteration 889, training loss: 0.97,
0.700759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.4% 20 way one-shot learning accuracy
iteration 890, training loss: 0.70,
0.816705
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 39.2% 20 way one-shot learning accuracy
iteration 891, training loss: 0.82,
1.0357
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.0% 20 way one-shot learning accuracy
iteration 892, training loss: 1.04,
0.824321
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.6% 20 way one-shot learning accuracy
iteration 893, training loss: 0.82,
0.876252
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.8% 20 way one-shot learning accuracy
iteration 894, training loss: 0.88,
0.792261
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.4% 20 way one-shot learning accuracy
iteration 895, training loss: 0.79,
0.754729
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.0% 20 way one-shot learning accuracy
iteration 896, training loss: 0.75,
0.816055
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.4% 20 way one-shot learning accuracy
iteration 897, training loss: 0.82,
0.859078
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.0% 20 way one-shot learning accuracy
iteration 898, training loss: 0.86,
0.899587
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.8% 20 way one-shot learning accuracy
iteration 899, training loss: 0.90,
0.753319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.2% 20 way one-shot learning accuracy
iteration 900, training loss: 0.75,
0.699418
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.2% 20 way one-shot learning accuracy
iteration 901, training loss: 0.70,
0.687354
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 49.2% 20 way one-shot learning accuracy
iteration 902, training loss: 0.69,
0.719401
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 41.2% 20 way one-shot learning accuracy
iteration 903, training loss: 0.72,
0.691356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 904, training loss: 0.69,
0.961349
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.0% 20 way one-shot learning accuracy
iteration 905, training loss: 0.96,
0.846298
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.4% 20 way one-shot learning accuracy
iteration 906, training loss: 0.85,
0.76905
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.0% 20 way one-shot learning accuracy
iteration 907, training loss: 0.77,
0.763904
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.4% 20 way one-shot learning accuracy
iteration 908, training loss: 0.76,
0.862596
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 49.6% 20 way one-shot learning accuracy
iteration 909, training loss: 0.86,
0.860869
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.4% 20 way one-shot learning accuracy
iteration 910, training loss: 0.86,
0.894998
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.2% 20 way one-shot learning accuracy
iteration 911, training loss: 0.89,
0.906457
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.6% 20 way one-shot learning accuracy
iteration 912, training loss: 0.91,
0.802187
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 913, training loss: 0.80,
0.844832
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 49.2% 20 way one-shot learning accuracy
iteration 914, training loss: 0.84,
0.84347
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 49.6% 20 way one-shot learning accuracy
iteration 915, training loss: 0.84,
0.792225
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.8% 20 way one-shot learning accuracy
iteration 916, training loss: 0.79,
0.783373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.4% 20 way one-shot learning accuracy
iteration 917, training loss: 0.78,
0.785627
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.8% 20 way one-shot learning accuracy
iteration 918, training loss: 0.79,
0.714842
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.0% 20 way one-shot learning accuracy
iteration 919, training loss: 0.71,
0.917278
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.0% 20 way one-shot learning accuracy
iteration 920, training loss: 0.92,
0.706311
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.6% 20 way one-shot learning accuracy
iteration 921, training loss: 0.71,
0.89183
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 49.6% 20 way one-shot learning accuracy
iteration 922, training loss: 0.89,
0.880365
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 49.6% 20 way one-shot learning accuracy
iteration 923, training loss: 0.88,
0.767487
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.4% 20 way one-shot learning accuracy
iteration 924, training loss: 0.77,
0.821326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 43.2% 20 way one-shot learning accuracy
iteration 925, training loss: 0.82,
0.747648
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.0% 20 way one-shot learning accuracy
iteration 926, training loss: 0.75,
0.848472
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.4% 20 way one-shot learning accuracy
iteration 965, training loss: 0.74,
0.73039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.0% 20 way one-shot learning accuracy
iteration 966, training loss: 0.73,
0.835318
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.6% 20 way one-shot learning accuracy
iteration 967, training loss: 0.84,
0.660988
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.0% 20 way one-shot learning accuracy
iteration 968, training loss: 0.66,
0.771591
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.8% 20 way one-shot learning accuracy
iteration 969, training loss: 0.77,
0.723867
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 49.2% 20 way one-shot learning accuracy
iteration 970, training loss: 0.72,
0.671587
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.8% 20 way one-shot learning accuracy
iteration 971, training loss: 0.67,
0.695846
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 49.2% 20 way one-shot learning accuracy
iteration 972, training loss: 0.70,
0.761569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.6% 20 way one-shot learning accuracy
iteration 973, training loss: 0.76,
0.684131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.2% 20 way one-shot learning accuracy
iteration 974, training loss: 0.68,
0.783701
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.2% 20 way one-shot learning accuracy
iteration 975, training loss: 0.78,
0.857766
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 49.2% 20 way one-shot learning accuracy
iteration 976, training loss: 0.86,
0.83447
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.6% 20 way one-shot learning accuracy
iteration 977, training loss: 0.83,
0.715088
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.8% 20 way one-shot learning accuracy
iteration 978, training loss: 0.72,
0.801025
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.4% 20 way one-shot learning accuracy
iteration 979, training loss: 0.80,
0.696839
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.0% 20 way one-shot learning accuracy
iteration 980, training loss: 0.70,
0.892832
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.2% 20 way one-shot learning accuracy
iteration 981, training loss: 0.89,
0.926032
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.4% 20 way one-shot learning accuracy
iteration 982, training loss: 0.93,
0.695573
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.4% 20 way one-shot learning accuracy
iteration 983, training loss: 0.70,
0.786112
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.8% 20 way one-shot learning accuracy
iteration 984, training loss: 0.79,
0.83705
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.8% 20 way one-shot learning accuracy
iteration 985, training loss: 0.84,
0.725928
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.6% 20 way one-shot learning accuracy
iteration 986, training loss: 0.73,
0.79377
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.0% 20 way one-shot learning accuracy
iteration 987, training loss: 0.79,
0.747581
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.8% 20 way one-shot learning accuracy
iteration 988, training loss: 0.75,
0.741353
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.8% 20 way one-shot learning accuracy
iteration 989, training loss: 0.74,
0.890328
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.4% 20 way one-shot learning accuracy
iteration 990, training loss: 0.89,
0.796154
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.6% 20 way one-shot learning accuracy
iteration 991, training loss: 0.80,
0.880997
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.0% 20 way one-shot learning accuracy
iteration 992, training loss: 0.88,
0.796292
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.8% 20 way one-shot learning accuracy
iteration 993, training loss: 0.80,
0.797592
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.0% 20 way one-shot learning accuracy
iteration 994, training loss: 0.80,
0.684875
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.2% 20 way one-shot learning accuracy
iteration 995, training loss: 0.68,
0.835095
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 43.6% 20 way one-shot learning accuracy
iteration 996, training loss: 0.84,
0.770084
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.0% 20 way one-shot learning accuracy
iteration 997, training loss: 0.77,
0.788615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.6% 20 way one-shot learning accuracy
iteration 998, training loss: 0.79,
0.753644
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.6% 20 way one-shot learning accuracy
iteration 999, training loss: 0.75,
0.796364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.0% 20 way one-shot learning accuracy
iteration 1000, training loss: 0.80,
0.709856
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.6% 20 way one-shot learning accuracy
iteration 1001, training loss: 0.71,
0.735322
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.6% 20 way one-shot learning accuracy
iteration 1002, training loss: 0.74,
0.690435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.2% 20 way one-shot learning accuracy
iteration 1003, training loss: 0.69,
0.781451
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.6% 20 way one-shot learning accuracy
iteration 1004, training loss: 0.78,
0.80686
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 49.6% 20 way one-shot learning accuracy
iteration 1005, training loss: 0.81,
0.807094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.6% 20 way one-shot learning accuracy
iteration 1006, training loss: 0.81,
0.799559
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.8% 20 way one-shot learning accuracy
iteration 1007, training loss: 0.80,
0.829888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.4% 20 way one-shot learning accuracy
iteration 1008, training loss: 0.83,
0.921508
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.8% 20 way one-shot learning accuracy
iteration 1009, training loss: 0.92,
0.803633
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.4% 20 way one-shot learning accuracy
iteration 1010, training loss: 0.80,
0.786897
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.0% 20 way one-shot learning accuracy
iteration 1011, training loss: 0.79,
0.758534
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.4% 20 way one-shot learning accuracy
iteration 1012, training loss: 0.76,
0.793816
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.2% 20 way one-shot learning accuracy
iteration 1013, training loss: 0.79,
0.737799
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.6% 20 way one-shot learning accuracy
iteration 1014, training loss: 0.74,
0.804002
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.4% 20 way one-shot learning accuracy
iteration 1015, training loss: 0.80,
0.682769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.2% 20 way one-shot learning accuracy
iteration 1016, training loss: 0.68,
0.837438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.8% 20 way one-shot learning accuracy
iteration 1017, training loss: 0.84,
0.768633
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.2% 20 way one-shot learning accuracy
iteration 1018, training loss: 0.77,
0.759711
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.0% 20 way one-shot learning accuracy
iteration 1019, training loss: 0.76,
0.664885
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.8% 20 way one-shot learning accuracy
iteration 1020, training loss: 0.66,
0.776692
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.8% 20 way one-shot learning accuracy
iteration 1021, training loss: 0.78,
0.760458
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.8% 20 way one-shot learning accuracy
iteration 1022, training loss: 0.76,
0.831727
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.4% 20 way one-shot learning accuracy
iteration 1023, training loss: 0.83,
0.805378
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 1024, training loss: 0.81,
0.708436
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 49.6% 20 way one-shot learning accuracy
iteration 1025, training loss: 0.71,
0.716961
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.4% 20 way one-shot learning accuracy
iteration 1026, training loss: 0.72,
0.743653
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.8% 20 way one-shot learning accuracy
iteration 1027, training loss: 0.74,
0.735215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.4% 20 way one-shot learning accuracy
iteration 1028, training loss: 0.74,
0.82884
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.8% 20 way one-shot learning accuracy
iteration 1029, training loss: 0.83,
1.0647
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.0% 20 way one-shot learning accuracy
iteration 1030, training loss: 1.06,
0.80229
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.0% 20 way one-shot learning accuracy
iteration 1031, training loss: 0.80,
0.759368
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.4% 20 way one-shot learning accuracy
iteration 1032, training loss: 0.76,
0.664631
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.8% 20 way one-shot learning accuracy
iteration 1033, training loss: 0.66,
0.727963
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.2% 20 way one-shot learning accuracy
iteration 1034, training loss: 0.73,
0.771973
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.4% 20 way one-shot learning accuracy
iteration 1035, training loss: 0.77,
0.834361
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 1036, training loss: 0.83,
0.81093
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.4% 20 way one-shot learning accuracy
iteration 1037, training loss: 0.81,
0.87703
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.2% 20 way one-shot learning accuracy
iteration 1038, training loss: 0.88,
0.702663
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 1039, training loss: 0.70,
0.698247
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 1040, training loss: 0.70,
0.736796
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.6% 20 way one-shot learning accuracy
iteration 1041, training loss: 0.74,
0.716277
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.8% 20 way one-shot learning accuracy
iteration 1042, training loss: 0.72,
0.707458
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.0% 20 way one-shot learning accuracy
iteration 1043, training loss: 0.71,
0.828493
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 43.2% 20 way one-shot learning accuracy
iteration 1044, training loss: 0.83,
0.763519
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.0% 20 way one-shot learning accuracy
iteration 1045, training loss: 0.76,
0.753853
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 43.2% 20 way one-shot learning accuracy
iteration 1046, training loss: 0.75,
0.722141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.4% 20 way one-shot learning accuracy
iteration 1047, training loss: 0.72,
0.717366
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.0% 20 way one-shot learning accuracy
iteration 1048, training loss: 0.72,
0.723532
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.8% 20 way one-shot learning accuracy
iteration 1049, training loss: 0.72,
0.692204
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.2% 20 way one-shot learning accuracy
iteration 1050, training loss: 0.69,
0.73695
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.8% 20 way one-shot learning accuracy
iteration 1051, training loss: 0.74,
0.685504
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.6% 20 way one-shot learning accuracy
iteration 1052, training loss: 0.69,
0.669062
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 40.0% 20 way one-shot learning accuracy
iteration 1053, training loss: 0.67,
0.744805
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.2% 20 way one-shot learning accuracy
iteration 1054, training loss: 0.74,
0.898709
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.2% 20 way one-shot learning accuracy
iteration 1055, training loss: 0.90,
0.765851
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.8% 20 way one-shot learning accuracy
iteration 1056, training loss: 0.77,
0.838697
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.8% 20 way one-shot learning accuracy
iteration 1057, training loss: 0.84,
0.668248
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.4% 20 way one-shot learning accuracy
iteration 1058, training loss: 0.67,
0.747195
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.4% 20 way one-shot learning accuracy
iteration 1059, training loss: 0.75,
0.693774
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 49.2% 20 way one-shot learning accuracy
iteration 1060, training loss: 0.69,
0.692689
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.0% 20 way one-shot learning accuracy
iteration 1061, training loss: 0.69,
0.960907
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.6% 20 way one-shot learning accuracy
iteration 1062, training loss: 0.96,
0.759786
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.8% 20 way one-shot learning accuracy
iteration 1063, training loss: 0.76,
0.712769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 49.2% 20 way one-shot learning accuracy
iteration 1064, training loss: 0.71,
0.711822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.4% 20 way one-shot learning accuracy
iteration 1065, training loss: 0.71,
0.870144
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.4% 20 way one-shot learning accuracy
iteration 1066, training loss: 0.87,
0.714728
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.4% 20 way one-shot learning accuracy
iteration 1067, training loss: 0.71,
0.813347
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.0% 20 way one-shot learning accuracy
iteration 1068, training loss: 0.81,
0.744019
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.2% 20 way one-shot learning accuracy
iteration 1069, training loss: 0.74,
0.749719
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.6% 20 way one-shot learning accuracy
iteration 1070, training loss: 0.75,
0.745849
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.2% 20 way one-shot learning accuracy
iteration 1071, training loss: 0.75,
0.718599
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.0% 20 way one-shot learning accuracy
iteration 1072, training loss: 0.72,
0.782545
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.4% 20 way one-shot learning accuracy
iteration 1073, training loss: 0.78,
0.69423
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.2% 20 way one-shot learning accuracy
iteration 1074, training loss: 0.69,
0.772926
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.0% 20 way one-shot learning accuracy
iteration 1075, training loss: 0.77,
0.692827
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 49.6% 20 way one-shot learning accuracy
iteration 1076, training loss: 0.69,
0.770938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.6% 20 way one-shot learning accuracy
iteration 1077, training loss: 0.77,
0.719084
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.4% 20 way one-shot learning accuracy
iteration 1078, training loss: 0.72,
0.677153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.2% 20 way one-shot learning accuracy
iteration 1079, training loss: 0.68,
1.0147
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.4% 20 way one-shot learning accuracy
iteration 1080, training loss: 1.01,
0.772919
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.0% 20 way one-shot learning accuracy
iteration 1081, training loss: 0.77,
0.775282
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.6% 20 way one-shot learning accuracy
iteration 1082, training loss: 0.78,
0.667006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.8% 20 way one-shot learning accuracy
iteration 1083, training loss: 0.67,
0.635056
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.8% 20 way one-shot learning accuracy
iteration 1084, training loss: 0.64,
0.660975
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.4% 20 way one-shot learning accuracy
iteration 1085, training loss: 0.66,
0.796255
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.4% 20 way one-shot learning accuracy
iteration 1086, training loss: 0.80,
0.799718
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.8% 20 way one-shot learning accuracy
iteration 1087, training loss: 0.80,
0.718815
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.8% 20 way one-shot learning accuracy
iteration 1088, training loss: 0.72,
0.790394
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.0% 20 way one-shot learning accuracy
iteration 1089, training loss: 0.79,
0.722762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.8% 20 way one-shot learning accuracy
iteration 1090, training loss: 0.72,
0.740606
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.8% 20 way one-shot learning accuracy
iteration 1091, training loss: 0.74,
0.695109
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 1092, training loss: 0.70,
0.773385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 1093, training loss: 0.77,
0.718635
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.4% 20 way one-shot learning accuracy
iteration 1094, training loss: 0.72,
0.881423
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.6% 20 way one-shot learning accuracy
iteration 1095, training loss: 0.88,
0.795124
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.4% 20 way one-shot learning accuracy
iteration 1096, training loss: 0.80,
0.966795
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.0% 20 way one-shot learning accuracy
iteration 1097, training loss: 0.97,
0.690801
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.6% 20 way one-shot learning accuracy
iteration 1098, training loss: 0.69,
0.700439
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.2% 20 way one-shot learning accuracy
iteration 1099, training loss: 0.70,
0.718162
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 39.6% 20 way one-shot learning accuracy
iteration 1100, training loss: 0.72,
0.741193
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.4% 20 way one-shot learning accuracy
iteration 1101, training loss: 0.74,
0.763231
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.2% 20 way one-shot learning accuracy
iteration 1102, training loss: 0.76,
0.692582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 43.6% 20 way one-shot learning accuracy
iteration 1103, training loss: 0.69,
0.698579
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.4% 20 way one-shot learning accuracy
iteration 1104, training loss: 0.70,
0.864851
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.4% 20 way one-shot learning accuracy
iteration 1105, training loss: 0.86,
0.938663
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.0% 20 way one-shot learning accuracy
iteration 1106, training loss: 0.94,
0.685212
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.6% 20 way one-shot learning accuracy
iteration 1107, training loss: 0.69,
0.669793
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.0% 20 way one-shot learning accuracy
iteration 1108, training loss: 0.67,
0.850404
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.8% 20 way one-shot learning accuracy
iteration 1109, training loss: 0.85,
0.768685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 1110, training loss: 0.77,
0.907053
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.0% 20 way one-shot learning accuracy
iteration 1111, training loss: 0.91,
0.697451
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.0% 20 way one-shot learning accuracy
iteration 1112, training loss: 0.70,
0.809295
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 49.2% 20 way one-shot learning accuracy
iteration 1113, training loss: 0.81,
0.6761
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.8% 20 way one-shot learning accuracy
iteration 1114, training loss: 0.68,
0.713514
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.2% 20 way one-shot learning accuracy
iteration 1115, training loss: 0.71,
0.781334
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.4% 20 way one-shot learning accuracy
iteration 1116, training loss: 0.78,
0.793278
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.4% 20 way one-shot learning accuracy
iteration 1117, training loss: 0.79,
0.719949
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.0% 20 way one-shot learning accuracy
iteration 1118, training loss: 0.72,
0.735633
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.4% 20 way one-shot learning accuracy
iteration 1119, training loss: 0.74,
0.709956
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.6% 20 way one-shot learning accuracy
iteration 1120, training loss: 0.71,
0.752394
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 1121, training loss: 0.75,
0.683228
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.4% 20 way one-shot learning accuracy
iteration 1122, training loss: 0.68,
0.804046
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 1123, training loss: 0.80,
0.683695
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 49.6% 20 way one-shot learning accuracy
iteration 1124, training loss: 0.68,
0.674015
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.2% 20 way one-shot learning accuracy
iteration 1125, training loss: 0.67,
0.638422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 1126, training loss: 0.64,
0.7799
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.8% 20 way one-shot learning accuracy
iteration 1127, training loss: 0.78,
0.728159
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 1128, training loss: 0.73,
0.738985
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.6% 20 way one-shot learning accuracy
iteration 1129, training loss: 0.74,
0.671997
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.6% 20 way one-shot learning accuracy
iteration 1130, training loss: 0.67,
0.610004
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.2% 20 way one-shot learning accuracy
iteration 1131, training loss: 0.61,
0.663516
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.8% 20 way one-shot learning accuracy
iteration 1132, training loss: 0.66,
0.63721
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.2% 20 way one-shot learning accuracy
iteration 1133, training loss: 0.64,
0.854789
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.4% 20 way one-shot learning accuracy
iteration 1134, training loss: 0.85,
0.610475
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.0% 20 way one-shot learning accuracy
iteration 1135, training loss: 0.61,
0.738096
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.8% 20 way one-shot learning accuracy
iteration 1136, training loss: 0.74,
0.695841
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.0% 20 way one-shot learning accuracy
iteration 1137, training loss: 0.70,
0.752151
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.6% 20 way one-shot learning accuracy
iteration 1138, training loss: 0.75,
0.5793
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.0% 20 way one-shot learning accuracy
iteration 1139, training loss: 0.58,
1.00279
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.4% 20 way one-shot learning accuracy
iteration 1140, training loss: 1.00,
0.608363
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.2% 20 way one-shot learning accuracy
iteration 1141, training loss: 0.61,
0.746085
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.8% 20 way one-shot learning accuracy
iteration 1142, training loss: 0.75,
0.740313
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.4% 20 way one-shot learning accuracy
iteration 1143, training loss: 0.74,
0.638048
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.0% 20 way one-shot learning accuracy
iteration 1144, training loss: 0.64,
0.689129
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.0% 20 way one-shot learning accuracy
iteration 1145, training loss: 0.69,
0.821024
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.8% 20 way one-shot learning accuracy
iteration 1146, training loss: 0.82,
0.711024
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.2% 20 way one-shot learning accuracy
iteration 1147, training loss: 0.71,
0.799621
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.0% 20 way one-shot learning accuracy
iteration 1148, training loss: 0.80,
0.791736
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.6% 20 way one-shot learning accuracy
iteration 1149, training loss: 0.79,
0.606621
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 42.4% 20 way one-shot learning accuracy
iteration 1150, training loss: 0.61,
0.648547
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.0% 20 way one-shot learning accuracy
iteration 1151, training loss: 0.65,
0.802428
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 41.6% 20 way one-shot learning accuracy
iteration 1152, training loss: 0.80,
0.708453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.0% 20 way one-shot learning accuracy
iteration 1153, training loss: 0.71,
0.82667
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.6% 20 way one-shot learning accuracy
iteration 1154, training loss: 0.83,
0.775537
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.8% 20 way one-shot learning accuracy
iteration 1155, training loss: 0.78,
0.661363
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.4% 20 way one-shot learning accuracy
iteration 1156, training loss: 0.66,
0.771239
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.4% 20 way one-shot learning accuracy
iteration 1157, training loss: 0.77,
0.616562
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.4% 20 way one-shot learning accuracy
iteration 1158, training loss: 0.62,
0.767132
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.4% 20 way one-shot learning accuracy
iteration 1159, training loss: 0.77,
0.649474
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.0% 20 way one-shot learning accuracy
iteration 1160, training loss: 0.65,
0.781847
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 1161, training loss: 0.78,
0.666951
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.0% 20 way one-shot learning accuracy
iteration 1162, training loss: 0.67,
0.891322
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.2% 20 way one-shot learning accuracy
iteration 1163, training loss: 0.89,
0.762672
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.2% 20 way one-shot learning accuracy
iteration 1164, training loss: 0.76,
0.841549
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.6% 20 way one-shot learning accuracy
iteration 1165, training loss: 0.84,
0.637082
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.0% 20 way one-shot learning accuracy
iteration 1166, training loss: 0.64,
0.758474
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.0% 20 way one-shot learning accuracy
iteration 1167, training loss: 0.76,
0.643018
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.8% 20 way one-shot learning accuracy
iteration 1168, training loss: 0.64,
0.773361
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.8% 20 way one-shot learning accuracy
iteration 1169, training loss: 0.77,
0.688469
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.8% 20 way one-shot learning accuracy
iteration 1170, training loss: 0.69,
0.649832
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.0% 20 way one-shot learning accuracy
iteration 1171, training loss: 0.65,
0.790251
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.8% 20 way one-shot learning accuracy
iteration 1172, training loss: 0.79,
0.864765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 49.6% 20 way one-shot learning accuracy
iteration 1173, training loss: 0.86,
0.708358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.8% 20 way one-shot learning accuracy
iteration 1174, training loss: 0.71,
0.761786
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.8% 20 way one-shot learning accuracy
iteration 1175, training loss: 0.76,
0.713427
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.0% 20 way one-shot learning accuracy
iteration 1176, training loss: 0.71,
0.742817
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.8% 20 way one-shot learning accuracy
iteration 1177, training loss: 0.74,
0.681011
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.8% 20 way one-shot learning accuracy
iteration 1178, training loss: 0.68,
0.611739
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.4% 20 way one-shot learning accuracy
iteration 1179, training loss: 0.61,
0.769527
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.8% 20 way one-shot learning accuracy
iteration 1180, training loss: 0.77,
0.646132
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.4% 20 way one-shot learning accuracy
iteration 1181, training loss: 0.65,
0.659699
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.4% 20 way one-shot learning accuracy
iteration 1182, training loss: 0.66,
0.993934
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 1183, training loss: 0.99,
0.655119
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 1184, training loss: 0.66,
0.680107
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.8% 20 way one-shot learning accuracy
iteration 1185, training loss: 0.68,
0.688646
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 1186, training loss: 0.69,
0.703474
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.8% 20 way one-shot learning accuracy
iteration 1187, training loss: 0.70,
0.728182
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.4% 20 way one-shot learning accuracy
iteration 1188, training loss: 0.73,
0.648615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.0% 20 way one-shot learning accuracy
iteration 1189, training loss: 0.65,
0.66364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.8% 20 way one-shot learning accuracy
iteration 1190, training loss: 0.66,
0.676867
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.8% 20 way one-shot learning accuracy
iteration 1191, training loss: 0.68,
0.833919
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.4% 20 way one-shot learning accuracy
iteration 1192, training loss: 0.83,
0.755038
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 49.2% 20 way one-shot learning accuracy
iteration 1193, training loss: 0.76,
0.674432
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.6% 20 way one-shot learning accuracy
iteration 1194, training loss: 0.67,
0.785537
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.6% 20 way one-shot learning accuracy
iteration 1195, training loss: 0.79,
0.738534
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.8% 20 way one-shot learning accuracy
iteration 1196, training loss: 0.74,
0.712458
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 1197, training loss: 0.71,
0.663469
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.0% 20 way one-shot learning accuracy
iteration 1198, training loss: 0.66,
0.705442
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.0% 20 way one-shot learning accuracy
iteration 1199, training loss: 0.71,
0.754079
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.8% 20 way one-shot learning accuracy
iteration 1200, training loss: 0.75,
0.704188
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.4% 20 way one-shot learning accuracy
iteration 1201, training loss: 0.70,
0.802405
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.8% 20 way one-shot learning accuracy
iteration 1202, training loss: 0.80,
0.573377
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.4% 20 way one-shot learning accuracy
iteration 1203, training loss: 0.57,
0.721935
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 49.2% 20 way one-shot learning accuracy
iteration 1204, training loss: 0.72,
0.761838
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.8% 20 way one-shot learning accuracy
iteration 1205, training loss: 0.76,
0.888712
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.8% 20 way one-shot learning accuracy
iteration 1206, training loss: 0.89,
0.843406
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.2% 20 way one-shot learning accuracy
iteration 1207, training loss: 0.84,
0.666697
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.0% 20 way one-shot learning accuracy
iteration 1208, training loss: 0.67,
0.677706
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 1209, training loss: 0.68,
0.959384
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.0% 20 way one-shot learning accuracy
iteration 1210, training loss: 0.96,
0.712146
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 1211, training loss: 0.71,
0.684903
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.6% 20 way one-shot learning accuracy
iteration 1212, training loss: 0.68,
0.625705
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.8% 20 way one-shot learning accuracy
iteration 1213, training loss: 0.63,
0.675666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 1214, training loss: 0.68,
0.699555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.2% 20 way one-shot learning accuracy
iteration 1215, training loss: 0.70,
0.582819
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.0% 20 way one-shot learning accuracy
iteration 1216, training loss: 0.58,
0.805002
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.6% 20 way one-shot learning accuracy
iteration 1217, training loss: 0.81,
0.678962
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.0% 20 way one-shot learning accuracy
iteration 1218, training loss: 0.68,
0.637711
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.4% 20 way one-shot learning accuracy
iteration 1219, training loss: 0.64,
0.699376
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.8% 20 way one-shot learning accuracy
iteration 1220, training loss: 0.70,
0.689776
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.0% 20 way one-shot learning accuracy
iteration 1221, training loss: 0.69,
0.679751
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.8% 20 way one-shot learning accuracy
iteration 1222, training loss: 0.68,
0.654976
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.8% 20 way one-shot learning accuracy
iteration 1223, training loss: 0.65,
0.630234
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.4% 20 way one-shot learning accuracy
iteration 1224, training loss: 0.63,
0.730996
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.4% 20 way one-shot learning accuracy
iteration 1225, training loss: 0.73,
0.655004
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.6% 20 way one-shot learning accuracy
iteration 1226, training loss: 0.66,
0.644899
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.0% 20 way one-shot learning accuracy
iteration 1227, training loss: 0.64,
0.898962
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.2% 20 way one-shot learning accuracy
iteration 1228, training loss: 0.90,
0.724076
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 39.6% 20 way one-shot learning accuracy
iteration 1229, training loss: 0.72,
0.650053
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 49.2% 20 way one-shot learning accuracy
iteration 1230, training loss: 0.65,
0.649191
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.4% 20 way one-shot learning accuracy
iteration 1231, training loss: 0.65,
0.701409
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.0% 20 way one-shot learning accuracy
iteration 1232, training loss: 0.70,
0.718182
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.8% 20 way one-shot learning accuracy
iteration 1233, training loss: 0.72,
0.778345
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 1234, training loss: 0.78,
0.962276
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.0% 20 way one-shot learning accuracy
iteration 1235, training loss: 0.96,
0.653344
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 1236, training loss: 0.65,
0.724012
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 1237, training loss: 0.72,
0.822856
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 1238, training loss: 0.82,
0.72962
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.2% 20 way one-shot learning accuracy
iteration 1239, training loss: 0.73,
0.667107
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 1240, training loss: 0.67,
0.651539
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.8% 20 way one-shot learning accuracy
iteration 1241, training loss: 0.65,
0.836446
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.2% 20 way one-shot learning accuracy
iteration 1242, training loss: 0.84,
0.656117
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.0% 20 way one-shot learning accuracy
iteration 1243, training loss: 0.66,
0.686702
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 1244, training loss: 0.69,
0.776789
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.2% 20 way one-shot learning accuracy
iteration 1245, training loss: 0.78,
0.764107
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.4% 20 way one-shot learning accuracy
iteration 1246, training loss: 0.76,
0.706361
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 1247, training loss: 0.71,
0.591492
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 1248, training loss: 0.59,
0.812585
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.6% 20 way one-shot learning accuracy
iteration 1249, training loss: 0.81,
0.714884
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 1250, training loss: 0.71,
0.928388
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.6% 20 way one-shot learning accuracy
iteration 1251, training loss: 0.93,
0.600215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.6% 20 way one-shot learning accuracy
iteration 1252, training loss: 0.60,
0.757408
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.8% 20 way one-shot learning accuracy
iteration 1253, training loss: 0.76,
0.624609
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.2% 20 way one-shot learning accuracy
iteration 1254, training loss: 0.62,
0.662645
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.0% 20 way one-shot learning accuracy
iteration 1255, training loss: 0.66,
0.725306
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 1256, training loss: 0.73,
0.841769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 1257, training loss: 0.84,
0.698241
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.2% 20 way one-shot learning accuracy
iteration 1258, training loss: 0.70,
0.616647
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 1259, training loss: 0.62,
0.61306
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.8% 20 way one-shot learning accuracy
iteration 1260, training loss: 0.61,
0.586968
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 1261, training loss: 0.59,
0.643679
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 1262, training loss: 0.64,
0.58022
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.4% 20 way one-shot learning accuracy
iteration 1263, training loss: 0.58,
0.759941
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 1264, training loss: 0.76,
0.60522
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 1265, training loss: 0.61,
0.700393
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 1266, training loss: 0.70,
0.758494
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.8% 20 way one-shot learning accuracy
iteration 1267, training loss: 0.76,
0.617636
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 1268, training loss: 0.62,
0.82275
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.4% 20 way one-shot learning accuracy
iteration 1269, training loss: 0.82,
0.653267
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.2% 20 way one-shot learning accuracy
iteration 1270, training loss: 0.65,
0.647592
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.4% 20 way one-shot learning accuracy
iteration 1271, training loss: 0.65,
0.748299
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.4% 20 way one-shot learning accuracy
iteration 1272, training loss: 0.75,
0.653871
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 1273, training loss: 0.65,
0.807957
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.6% 20 way one-shot learning accuracy
iteration 1274, training loss: 0.81,
0.578827
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 1275, training loss: 0.58,
0.750029
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 1276, training loss: 0.75,
0.626987
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 1277, training loss: 0.63,
0.674833
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 1278, training loss: 0.67,
0.625407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 1279, training loss: 0.63,
0.707709
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 49.6% 20 way one-shot learning accuracy
iteration 1280, training loss: 0.71,
0.666555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 1281, training loss: 0.67,
0.713165
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 1282, training loss: 0.71,
0.590564
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.2% 20 way one-shot learning accuracy
iteration 1283, training loss: 0.59,
0.760909
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 49.2% 20 way one-shot learning accuracy
iteration 1284, training loss: 0.76,
0.651653
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.6% 20 way one-shot learning accuracy
iteration 1285, training loss: 0.65,
0.717632
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 1286, training loss: 0.72,
0.720782
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 1287, training loss: 0.72,
0.764664
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.8% 20 way one-shot learning accuracy
iteration 1288, training loss: 0.76,
0.53939
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.4% 20 way one-shot learning accuracy
iteration 1289, training loss: 0.54,
0.713322
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 1290, training loss: 0.71,
0.743
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.8% 20 way one-shot learning accuracy
iteration 1291, training loss: 0.74,
0.882501
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.6% 20 way one-shot learning accuracy
iteration 1292, training loss: 0.88,
0.667227
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.0% 20 way one-shot learning accuracy
iteration 1293, training loss: 0.67,
0.584725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.0% 20 way one-shot learning accuracy
iteration 1294, training loss: 0.58,
0.72516
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.4% 20 way one-shot learning accuracy
iteration 1295, training loss: 0.73,
0.688572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.0% 20 way one-shot learning accuracy
iteration 1296, training loss: 0.69,
0.568752
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.8% 20 way one-shot learning accuracy
iteration 1297, training loss: 0.57,
0.671086
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.0% 20 way one-shot learning accuracy
iteration 1298, training loss: 0.67,
0.725687
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.8% 20 way one-shot learning accuracy
iteration 1299, training loss: 0.73,
0.695257
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 49.6% 20 way one-shot learning accuracy
iteration 1300, training loss: 0.70,
0.739102
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.6% 20 way one-shot learning accuracy
iteration 1301, training loss: 0.74,
0.879267
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.2% 20 way one-shot learning accuracy
iteration 1302, training loss: 0.88,
0.70961
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.6% 20 way one-shot learning accuracy
iteration 1303, training loss: 0.71,
0.631494
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.0% 20 way one-shot learning accuracy
iteration 1304, training loss: 0.63,
0.867935
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.6% 20 way one-shot learning accuracy
iteration 1305, training loss: 0.87,
0.590326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 49.6% 20 way one-shot learning accuracy
iteration 1306, training loss: 0.59,
0.672064
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.2% 20 way one-shot learning accuracy
iteration 1307, training loss: 0.67,
0.612179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 1308, training loss: 0.61,
0.587138
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.0% 20 way one-shot learning accuracy
iteration 1309, training loss: 0.59,
0.746767
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 49.6% 20 way one-shot learning accuracy
iteration 1310, training loss: 0.75,
0.732497
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.8% 20 way one-shot learning accuracy
iteration 1311, training loss: 0.73,
0.681312
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.8% 20 way one-shot learning accuracy
iteration 1312, training loss: 0.68,
0.77922
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.0% 20 way one-shot learning accuracy
iteration 1313, training loss: 0.78,
0.718575
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.0% 20 way one-shot learning accuracy
iteration 1314, training loss: 0.72,
0.682704
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.4% 20 way one-shot learning accuracy
iteration 1315, training loss: 0.68,
0.794243
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 1316, training loss: 0.79,
0.622766
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 1317, training loss: 0.62,
0.752888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 1318, training loss: 0.75,
0.686105
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 1319, training loss: 0.69,
0.687758
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 1320, training loss: 0.69,
0.844256
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 1321, training loss: 0.84,
0.624155
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 1322, training loss: 0.62,
0.708293
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 1323, training loss: 0.71,
0.679643
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 1324, training loss: 0.68,
0.60022
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.8% 20 way one-shot learning accuracy
iteration 1325, training loss: 0.60,
0.681438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.6% 20 way one-shot learning accuracy
iteration 1326, training loss: 0.68,
0.680759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.6% 20 way one-shot learning accuracy
iteration 1327, training loss: 0.68,
0.598408
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 1328, training loss: 0.60,
0.718442
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.2% 20 way one-shot learning accuracy
iteration 1329, training loss: 0.72,
0.712031
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 1330, training loss: 0.71,
0.632684
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.6% 20 way one-shot learning accuracy
iteration 1331, training loss: 0.63,
0.674313
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 1332, training loss: 0.67,
0.614902
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 1333, training loss: 0.61,
0.850882
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 1334, training loss: 0.85,
0.599002
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.8% 20 way one-shot learning accuracy
iteration 1335, training loss: 0.60,
0.584485
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.8% 20 way one-shot learning accuracy
iteration 1336, training loss: 0.58,
0.626898
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.0% 20 way one-shot learning accuracy
iteration 1337, training loss: 0.63,
0.715402
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.4% 20 way one-shot learning accuracy
iteration 1338, training loss: 0.72,
0.632108
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 1339, training loss: 0.63,
0.693331
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.8% 20 way one-shot learning accuracy
iteration 1340, training loss: 0.69,
0.751726
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 1341, training loss: 0.75,
0.607329
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.8% 20 way one-shot learning accuracy
iteration 1342, training loss: 0.61,
0.647264
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.4% 20 way one-shot learning accuracy
iteration 1343, training loss: 0.65,
0.627113
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.8% 20 way one-shot learning accuracy
iteration 1344, training loss: 0.63,
0.633434
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.0% 20 way one-shot learning accuracy
iteration 1345, training loss: 0.63,
0.618303
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.8% 20 way one-shot learning accuracy
iteration 1346, training loss: 0.62,
0.573614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.4% 20 way one-shot learning accuracy
iteration 1347, training loss: 0.57,
0.632125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 44.0% 20 way one-shot learning accuracy
iteration 1348, training loss: 0.63,
0.735765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.2% 20 way one-shot learning accuracy
iteration 1349, training loss: 0.74,
0.572679
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 1350, training loss: 0.57,
0.646628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.4% 20 way one-shot learning accuracy
iteration 1351, training loss: 0.65,
0.751447
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.8% 20 way one-shot learning accuracy
iteration 1352, training loss: 0.75,
0.809403
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 1353, training loss: 0.81,
0.585071
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.0% 20 way one-shot learning accuracy
iteration 1354, training loss: 0.59,
0.545158
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.2% 20 way one-shot learning accuracy
iteration 1355, training loss: 0.55,
0.576284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.0% 20 way one-shot learning accuracy
iteration 1356, training loss: 0.58,
0.582721
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.6% 20 way one-shot learning accuracy
iteration 1357, training loss: 0.58,
0.57439
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.2% 20 way one-shot learning accuracy
iteration 1358, training loss: 0.57,
0.570648
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.8% 20 way one-shot learning accuracy
iteration 1359, training loss: 0.57,
0.805444
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 49.6% 20 way one-shot learning accuracy
iteration 1360, training loss: 0.81,
0.714072
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 1361, training loss: 0.71,
0.613814
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.6% 20 way one-shot learning accuracy
iteration 1362, training loss: 0.61,
0.62909
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.2% 20 way one-shot learning accuracy
iteration 1363, training loss: 0.63,
0.700342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.8% 20 way one-shot learning accuracy
iteration 1364, training loss: 0.70,
0.799447
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 1365, training loss: 0.80,
0.645498
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.2% 20 way one-shot learning accuracy
iteration 1366, training loss: 0.65,
0.650029
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.4% 20 way one-shot learning accuracy
iteration 1367, training loss: 0.65,
0.647063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.0% 20 way one-shot learning accuracy
iteration 1368, training loss: 0.65,
0.702011
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.6% 20 way one-shot learning accuracy
iteration 1369, training loss: 0.70,
0.692192
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.2% 20 way one-shot learning accuracy
iteration 1370, training loss: 0.69,
0.622394
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.6% 20 way one-shot learning accuracy
iteration 1371, training loss: 0.62,
0.56358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.4% 20 way one-shot learning accuracy
iteration 1372, training loss: 0.56,
0.879375
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.4% 20 way one-shot learning accuracy
iteration 1373, training loss: 0.88,
0.609614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.8% 20 way one-shot learning accuracy
iteration 1374, training loss: 0.61,
0.745691
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.0% 20 way one-shot learning accuracy
iteration 1375, training loss: 0.75,
1.02173
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.8% 20 way one-shot learning accuracy
iteration 1376, training loss: 1.02,
0.690939
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.4% 20 way one-shot learning accuracy
iteration 1377, training loss: 0.69,
0.542437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.4% 20 way one-shot learning accuracy
iteration 1378, training loss: 0.54,
0.67771
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.6% 20 way one-shot learning accuracy
iteration 1379, training loss: 0.68,
0.585382
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.6% 20 way one-shot learning accuracy
iteration 1380, training loss: 0.59,
0.76147
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 1381, training loss: 0.76,
0.671137
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.8% 20 way one-shot learning accuracy
iteration 1382, training loss: 0.67,
0.75269
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 1383, training loss: 0.75,
0.701994
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.2% 20 way one-shot learning accuracy
iteration 1384, training loss: 0.70,
0.649876
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.2% 20 way one-shot learning accuracy
iteration 1385, training loss: 0.65,
0.718383
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 1386, training loss: 0.72,
0.701065
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 1387, training loss: 0.70,
0.621211
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 1388, training loss: 0.62,
0.633764
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 1389, training loss: 0.63,
0.673996
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 1390, training loss: 0.67,
0.531142
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 1391, training loss: 0.53,
0.659043
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 1392, training loss: 0.66,
0.632144
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 1393, training loss: 0.63,
0.639941
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 1394, training loss: 0.64,
0.649937
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 1395, training loss: 0.65,
0.612984
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.4% 20 way one-shot learning accuracy
iteration 1396, training loss: 0.61,
0.591582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.8% 20 way one-shot learning accuracy
iteration 1397, training loss: 0.59,
0.569987
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.8% 20 way one-shot learning accuracy
iteration 1398, training loss: 0.57,
0.682753
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.4% 20 way one-shot learning accuracy
iteration 1399, training loss: 0.68,
0.671782
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 49.6% 20 way one-shot learning accuracy
iteration 1400, training loss: 0.67,
0.653228
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 1401, training loss: 0.65,
0.647002
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 49.2% 20 way one-shot learning accuracy
iteration 1402, training loss: 0.65,
0.560041
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.8% 20 way one-shot learning accuracy
iteration 1403, training loss: 0.56,
0.646285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 1404, training loss: 0.65,
0.602912
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 49.6% 20 way one-shot learning accuracy
iteration 1405, training loss: 0.60,
0.555324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.0% 20 way one-shot learning accuracy
iteration 1406, training loss: 0.56,
0.756102
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.6% 20 way one-shot learning accuracy
iteration 1407, training loss: 0.76,
0.699041
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 1408, training loss: 0.70,
0.692295
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.8% 20 way one-shot learning accuracy
iteration 1409, training loss: 0.69,
0.814419
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 1410, training loss: 0.81,
0.648434
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.4% 20 way one-shot learning accuracy
iteration 1411, training loss: 0.65,
0.701282
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 1412, training loss: 0.70,
0.556305
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 1413, training loss: 0.56,
0.672681
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 1414, training loss: 0.67,
0.643672
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 1415, training loss: 0.64,
0.644689
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 1416, training loss: 0.64,
0.624632
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 1417, training loss: 0.62,
0.706432
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.0% 20 way one-shot learning accuracy
iteration 1418, training loss: 0.71,
0.752833
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.8% 20 way one-shot learning accuracy
iteration 1419, training loss: 0.75,
0.716372
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 1420, training loss: 0.72,
0.624312
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 1421, training loss: 0.62,
0.593762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 1422, training loss: 0.59,
0.636886
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.0% 20 way one-shot learning accuracy
iteration 1423, training loss: 0.64,
0.554485
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 1424, training loss: 0.55,
0.598723
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.0% 20 way one-shot learning accuracy
iteration 1425, training loss: 0.60,
0.620212
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.0% 20 way one-shot learning accuracy
iteration 1426, training loss: 0.62,
0.589035
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.2% 20 way one-shot learning accuracy
iteration 1427, training loss: 0.59,
0.562953
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.6% 20 way one-shot learning accuracy
iteration 1428, training loss: 0.56,
0.617203
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 1429, training loss: 0.62,
0.628846
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 1430, training loss: 0.63,
0.577339
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 1431, training loss: 0.58,
0.529486
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 1432, training loss: 0.53,
0.805453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 1433, training loss: 0.81,
0.669709
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.2% 20 way one-shot learning accuracy
iteration 1434, training loss: 0.67,
0.646462
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.6% 20 way one-shot learning accuracy
iteration 1435, training loss: 0.65,
0.613911
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 1436, training loss: 0.61,
0.528012
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 1437, training loss: 0.53,
0.704837
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 1438, training loss: 0.70,
0.716993
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 1439, training loss: 0.72,
0.633102
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.8% 20 way one-shot learning accuracy
iteration 1440, training loss: 0.63,
0.668357
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.6% 20 way one-shot learning accuracy
iteration 1441, training loss: 0.67,
0.749319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 1442, training loss: 0.75,
0.65889
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 1443, training loss: 0.66,
0.622429
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 1444, training loss: 0.62,
0.591893
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.6% 20 way one-shot learning accuracy
iteration 1445, training loss: 0.59,
0.699481
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.6% 20 way one-shot learning accuracy
iteration 1446, training loss: 0.70,
0.661778
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.4% 20 way one-shot learning accuracy
iteration 1447, training loss: 0.66,
0.586213
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.2% 20 way one-shot learning accuracy
iteration 1448, training loss: 0.59,
0.611063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 1449, training loss: 0.61,
0.619725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.8% 20 way one-shot learning accuracy
iteration 1450, training loss: 0.62,
0.671934
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.4% 20 way one-shot learning accuracy
iteration 1451, training loss: 0.67,
0.63415
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.6% 20 way one-shot learning accuracy
iteration 1452, training loss: 0.63,
0.637214
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 1453, training loss: 0.64,
0.751788
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 1454, training loss: 0.75,
0.571057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 1455, training loss: 0.57,
0.703224
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 1456, training loss: 0.70,
0.59357
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 1457, training loss: 0.59,
0.620511
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 1458, training loss: 0.62,
0.70605
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 1459, training loss: 0.71,
0.752619
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 1460, training loss: 0.75,
0.616481
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 1461, training loss: 0.62,
0.571745
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 1462, training loss: 0.57,
0.599677
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 1463, training loss: 0.60,
0.683041
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 1464, training loss: 0.68,
0.587399
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 1465, training loss: 0.59,
0.595603
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.6% 20 way one-shot learning accuracy
iteration 1466, training loss: 0.60,
0.660928
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.4% 20 way one-shot learning accuracy
iteration 1467, training loss: 0.66,
0.612554
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.8% 20 way one-shot learning accuracy
iteration 1468, training loss: 0.61,
0.558959
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.6% 20 way one-shot learning accuracy
iteration 1469, training loss: 0.56,
0.629136
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.0% 20 way one-shot learning accuracy
iteration 1470, training loss: 0.63,
0.695204
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 1471, training loss: 0.70,
0.561257
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 1472, training loss: 0.56,
0.594967
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 1473, training loss: 0.59,
0.565623
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 1474, training loss: 0.57,
0.690601
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.6% 20 way one-shot learning accuracy
iteration 1475, training loss: 0.69,
0.711859
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 1476, training loss: 0.71,
0.680759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 1477, training loss: 0.68,
0.605427
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.6% 20 way one-shot learning accuracy
iteration 1478, training loss: 0.61,
0.588388
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 1479, training loss: 0.59,
0.650338
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 1480, training loss: 0.65,
0.777084
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 1481, training loss: 0.78,
0.640025
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.0% 20 way one-shot learning accuracy
iteration 1482, training loss: 0.64,
0.651927
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 1483, training loss: 0.65,
0.573561
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.8% 20 way one-shot learning accuracy
iteration 1484, training loss: 0.57,
0.696794
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 1485, training loss: 0.70,
0.673223
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.6% 20 way one-shot learning accuracy
iteration 1486, training loss: 0.67,
0.590097
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 1487, training loss: 0.59,
0.699349
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.4% 20 way one-shot learning accuracy
iteration 1488, training loss: 0.70,
0.606844
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.8% 20 way one-shot learning accuracy
iteration 1489, training loss: 0.61,
0.6854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 1490, training loss: 0.69,
0.647122
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 1491, training loss: 0.65,
0.582714
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 43.2% 20 way one-shot learning accuracy
iteration 1492, training loss: 0.58,
0.565946
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.8% 20 way one-shot learning accuracy
iteration 1493, training loss: 0.57,
0.726731
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.8% 20 way one-shot learning accuracy
iteration 1494, training loss: 0.73,
0.611224
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 1495, training loss: 0.61,
0.690565
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.2% 20 way one-shot learning accuracy
iteration 1496, training loss: 0.69,
0.520486
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 1497, training loss: 0.52,
0.647024
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 1498, training loss: 0.65,
0.573768
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 1499, training loss: 0.57,
0.671638
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 1500, training loss: 0.67,
0.661037
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 1501, training loss: 0.66,
0.61246
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.6% 20 way one-shot learning accuracy
iteration 1502, training loss: 0.61,
0.597725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 1503, training loss: 0.60,
0.598278
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 1504, training loss: 0.60,
0.806961
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 1505, training loss: 0.81,
0.752904
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 1506, training loss: 0.75,
0.683941
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.2% 20 way one-shot learning accuracy
iteration 1507, training loss: 0.68,
0.720827
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 1508, training loss: 0.72,
0.774688
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 1509, training loss: 0.77,
0.59449
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 1510, training loss: 0.59,
0.665573
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 1511, training loss: 0.67,
0.62751
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 1512, training loss: 0.63,
0.587575
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.0% 20 way one-shot learning accuracy
iteration 1513, training loss: 0.59,
0.575613
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.4% 20 way one-shot learning accuracy
iteration 1514, training loss: 0.58,
0.655937
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.8% 20 way one-shot learning accuracy
iteration 1515, training loss: 0.66,
0.689247
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.8% 20 way one-shot learning accuracy
iteration 1516, training loss: 0.69,
0.777654
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.6% 20 way one-shot learning accuracy
iteration 1517, training loss: 0.78,
0.623486
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.2% 20 way one-shot learning accuracy
iteration 1518, training loss: 0.62,
0.673075
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.2% 20 way one-shot learning accuracy
iteration 1519, training loss: 0.67,
0.570724
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.4% 20 way one-shot learning accuracy
iteration 1520, training loss: 0.57,
0.670259
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.6% 20 way one-shot learning accuracy
iteration 1521, training loss: 0.67,
0.696595
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 1522, training loss: 0.70,
0.602364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 1523, training loss: 0.60,
0.621176
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 1524, training loss: 0.62,
0.540149
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.4% 20 way one-shot learning accuracy
iteration 1525, training loss: 0.54,
0.59208
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.6% 20 way one-shot learning accuracy
iteration 1526, training loss: 0.59,
0.575977
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 1527, training loss: 0.58,
0.661235
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 1528, training loss: 0.66,
0.875778
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 1529, training loss: 0.88,
0.633916
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.4% 20 way one-shot learning accuracy
iteration 1530, training loss: 0.63,
0.644256
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 1531, training loss: 0.64,
0.809895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.0% 20 way one-shot learning accuracy
iteration 1532, training loss: 0.81,
0.598892
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 1533, training loss: 0.60,
0.603145
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 1534, training loss: 0.60,
0.594941
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 1535, training loss: 0.59,
0.587918
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 1536, training loss: 0.59,
0.541739
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.2% 20 way one-shot learning accuracy
iteration 1537, training loss: 0.54,
0.664691
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 1538, training loss: 0.66,
0.622246
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 1539, training loss: 0.62,
0.613974
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 1540, training loss: 0.61,
0.529802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 1541, training loss: 0.53,
0.562364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 1542, training loss: 0.56,
0.603886
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 1543, training loss: 0.60,
0.635918
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.4% 20 way one-shot learning accuracy
iteration 1544, training loss: 0.64,
0.555405
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.0% 20 way one-shot learning accuracy
iteration 1545, training loss: 0.56,
0.487772
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.2% 20 way one-shot learning accuracy
iteration 1546, training loss: 0.49,
0.57461
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.4% 20 way one-shot learning accuracy
iteration 1547, training loss: 0.57,
0.614602
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.6% 20 way one-shot learning accuracy
iteration 1548, training loss: 0.61,
0.584081
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.0% 20 way one-shot learning accuracy
iteration 1549, training loss: 0.58,
0.682452
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.8% 20 way one-shot learning accuracy
iteration 1550, training loss: 0.68,
0.54032
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.0% 20 way one-shot learning accuracy
iteration 1551, training loss: 0.54,
0.675604
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.8% 20 way one-shot learning accuracy
iteration 1552, training loss: 0.68,
0.727757
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 1553, training loss: 0.73,
0.650623
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 1554, training loss: 0.65,
0.602324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.6% 20 way one-shot learning accuracy
iteration 1555, training loss: 0.60,
0.560372
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.4% 20 way one-shot learning accuracy
iteration 1556, training loss: 0.56,
0.539132
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 1557, training loss: 0.54,
0.743203
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.2% 20 way one-shot learning accuracy
iteration 1558, training loss: 0.74,
0.65818
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.2% 20 way one-shot learning accuracy
iteration 1559, training loss: 0.66,
0.596421
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 1560, training loss: 0.60,
0.66379
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.2% 20 way one-shot learning accuracy
iteration 1561, training loss: 0.66,
0.502087
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 1562, training loss: 0.50,
0.493755
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 1563, training loss: 0.49,
0.575561
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 1564, training loss: 0.58,
0.607924
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.2% 20 way one-shot learning accuracy
iteration 1565, training loss: 0.61,
0.584298
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 1566, training loss: 0.58,
0.647758
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 1567, training loss: 0.65,
0.519709
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 1568, training loss: 0.52,
0.561315
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 1569, training loss: 0.56,
0.748815
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 1570, training loss: 0.75,
0.640946
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 1571, training loss: 0.64,
0.658136
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 1572, training loss: 0.66,
0.715666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.0% 20 way one-shot learning accuracy
iteration 1573, training loss: 0.72,
0.592426
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 1574, training loss: 0.59,
0.767342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.4% 20 way one-shot learning accuracy
iteration 1575, training loss: 0.77,
0.588079
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.0% 20 way one-shot learning accuracy
iteration 1576, training loss: 0.59,
0.555542
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 1577, training loss: 0.56,
0.682321
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 1578, training loss: 0.68,
0.718756
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 1579, training loss: 0.72,
0.546368
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 1580, training loss: 0.55,
0.602113
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 1581, training loss: 0.60,
0.610142
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.4% 20 way one-shot learning accuracy
iteration 1582, training loss: 0.61,
0.623655
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 1583, training loss: 0.62,
0.674956
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 1584, training loss: 0.67,
0.519694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 1585, training loss: 0.52,
0.664456
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 1586, training loss: 0.66,
0.533873
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 1587, training loss: 0.53,
0.55539
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 1588, training loss: 0.56,
0.512265
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 1589, training loss: 0.51,
0.676842
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.4% 20 way one-shot learning accuracy
iteration 1590, training loss: 0.68,
0.551499
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 1591, training loss: 0.55,
0.64591
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 1592, training loss: 0.65,
0.581562
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 1593, training loss: 0.58,
0.521485
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.4% 20 way one-shot learning accuracy
iteration 1594, training loss: 0.52,
0.567215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 1595, training loss: 0.57,
0.655552
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 1596, training loss: 0.66,
0.678794
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 1597, training loss: 0.68,
0.582543
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 1598, training loss: 0.58,
0.576865
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 1599, training loss: 0.58,
0.5667
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 1600, training loss: 0.57,
0.554078
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 1601, training loss: 0.55,
0.679326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.4% 20 way one-shot learning accuracy
iteration 1602, training loss: 0.68,
0.638964
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.8% 20 way one-shot learning accuracy
iteration 1603, training loss: 0.64,
0.655946
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.0% 20 way one-shot learning accuracy
iteration 1604, training loss: 0.66,
0.502366
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.4% 20 way one-shot learning accuracy
iteration 1605, training loss: 0.50,
0.561883
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 1606, training loss: 0.56,
0.530923
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 1607, training loss: 0.53,
0.474139
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 1608, training loss: 0.47,
0.583439
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.8% 20 way one-shot learning accuracy
iteration 1609, training loss: 0.58,
0.775693
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 1610, training loss: 0.78,
0.660014
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 1611, training loss: 0.66,
0.52445
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 1612, training loss: 0.52,
0.521495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.8% 20 way one-shot learning accuracy
iteration 1613, training loss: 0.52,
0.627845
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 1614, training loss: 0.63,
0.587158
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.8% 20 way one-shot learning accuracy
iteration 1615, training loss: 0.59,
0.49601
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 1616, training loss: 0.50,
0.667142
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 1617, training loss: 0.67,
0.682972
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.8% 20 way one-shot learning accuracy
iteration 1618, training loss: 0.68,
0.629155
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 1619, training loss: 0.63,
0.645295
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 1620, training loss: 0.65,
0.649244
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.2% 20 way one-shot learning accuracy
iteration 1621, training loss: 0.65,
0.589779
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 1622, training loss: 0.59,
0.514231
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 1623, training loss: 0.51,
0.531249
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 1624, training loss: 0.53,
0.596942
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 1625, training loss: 0.60,
0.624442
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 1626, training loss: 0.62,
0.660461
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.8% 20 way one-shot learning accuracy
iteration 1627, training loss: 0.66,
0.589877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 1628, training loss: 0.59,
0.587856
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 1629, training loss: 0.59,
0.535967
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 1630, training loss: 0.54,
0.508244
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.6% 20 way one-shot learning accuracy
iteration 1631, training loss: 0.51,
0.511627
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 1632, training loss: 0.51,
0.599382
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 1633, training loss: 0.60,
0.599154
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 1634, training loss: 0.60,
0.555578
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.0% 20 way one-shot learning accuracy
iteration 1635, training loss: 0.56,
0.545093
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 1636, training loss: 0.55,
0.545102
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 1637, training loss: 0.55,
0.692204
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 1638, training loss: 0.69,
0.648785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.4% 20 way one-shot learning accuracy
iteration 1639, training loss: 0.65,
0.751936
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 1640, training loss: 0.75,
0.531279
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 1641, training loss: 0.53,
0.470847
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 1642, training loss: 0.47,
0.538295
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 1643, training loss: 0.54,
0.564184
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.8% 20 way one-shot learning accuracy
iteration 1644, training loss: 0.56,
0.533803
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.4% 20 way one-shot learning accuracy
iteration 1645, training loss: 0.53,
0.52362
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 1646, training loss: 0.52,
0.576532
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 1647, training loss: 0.58,
0.609333
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 1648, training loss: 0.61,
0.567798
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 1649, training loss: 0.57,
0.497987
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.4% 20 way one-shot learning accuracy
iteration 1650, training loss: 0.50,
0.519311
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.4% 20 way one-shot learning accuracy
iteration 1651, training loss: 0.52,
0.569559
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.8% 20 way one-shot learning accuracy
iteration 1652, training loss: 0.57,
0.568725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.2% 20 way one-shot learning accuracy
iteration 1653, training loss: 0.57,
0.627703
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.2% 20 way one-shot learning accuracy
iteration 1654, training loss: 0.63,
0.595278
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.0% 20 way one-shot learning accuracy
iteration 1655, training loss: 0.60,
0.612616
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.2% 20 way one-shot learning accuracy
iteration 1656, training loss: 0.61,
0.619181
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.2% 20 way one-shot learning accuracy
iteration 1657, training loss: 0.62,
0.678412
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.6% 20 way one-shot learning accuracy
iteration 1658, training loss: 0.68,
0.80039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 1659, training loss: 0.80,
0.530558
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 1660, training loss: 0.53,
0.536145
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 1661, training loss: 0.54,
0.708536
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.6% 20 way one-shot learning accuracy
iteration 1662, training loss: 0.71,
0.611763
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 1663, training loss: 0.61,
0.75505
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 1664, training loss: 0.76,
0.532291
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 1665, training loss: 0.53,
0.631335
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 1666, training loss: 0.63,
0.577197
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 1667, training loss: 0.58,
0.556052
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.4% 20 way one-shot learning accuracy
iteration 1668, training loss: 0.56,
0.719708
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.2% 20 way one-shot learning accuracy
iteration 1669, training loss: 0.72,
0.559058
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 1670, training loss: 0.56,
0.723552
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.8% 20 way one-shot learning accuracy
iteration 1671, training loss: 0.72,
0.74095
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 45.6% 20 way one-shot learning accuracy
iteration 1672, training loss: 0.74,
0.608014
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 1673, training loss: 0.61,
0.614503
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.8% 20 way one-shot learning accuracy
iteration 1674, training loss: 0.61,
0.68082
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 1675, training loss: 0.68,
0.592112
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 1676, training loss: 0.59,
0.551931
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 1677, training loss: 0.55,
0.590644
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 1678, training loss: 0.59,
0.591205
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 1679, training loss: 0.59,
0.565467
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 1680, training loss: 0.57,
0.495049
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 1681, training loss: 0.50,
0.666872
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 1682, training loss: 0.67,
0.609861
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 1683, training loss: 0.61,
0.618673
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 1684, training loss: 0.62,
0.640554
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 1685, training loss: 0.64,
0.609692
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 1686, training loss: 0.61,
0.583597
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 1687, training loss: 0.58,
0.597519
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.0% 20 way one-shot learning accuracy
iteration 1688, training loss: 0.60,
0.563289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.6% 20 way one-shot learning accuracy
iteration 1689, training loss: 0.56,
0.506179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 1690, training loss: 0.51,
0.557052
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 1691, training loss: 0.56,
0.465373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 1692, training loss: 0.47,
0.617517
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.6% 20 way one-shot learning accuracy
iteration 1693, training loss: 0.62,
0.555526
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.0% 20 way one-shot learning accuracy
iteration 1694, training loss: 0.56,
0.588283
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.6% 20 way one-shot learning accuracy
iteration 1695, training loss: 0.59,
0.649845
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 1696, training loss: 0.65,
0.54569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.6% 20 way one-shot learning accuracy
iteration 1697, training loss: 0.55,
0.518485
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 1698, training loss: 0.52,
0.522609
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.2% 20 way one-shot learning accuracy
iteration 1699, training loss: 0.52,
0.471893
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 1700, training loss: 0.47,
0.942774
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 1701, training loss: 0.94,
0.662597
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 1702, training loss: 0.66,
0.55569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.0% 20 way one-shot learning accuracy
iteration 1703, training loss: 0.56,
0.597498
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 1704, training loss: 0.60,
0.609264
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 1705, training loss: 0.61,
0.590073
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.6% 20 way one-shot learning accuracy
iteration 1706, training loss: 0.59,
0.651361
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 1707, training loss: 0.65,
0.557146
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.6% 20 way one-shot learning accuracy
iteration 1708, training loss: 0.56,
0.522576
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 1709, training loss: 0.52,
0.606885
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 1710, training loss: 0.61,
0.695429
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 1711, training loss: 0.70,
0.608162
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 1712, training loss: 0.61,
0.651854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 1713, training loss: 0.65,
0.552254
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 1714, training loss: 0.55,
0.561503
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 1715, training loss: 0.56,
0.582672
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 1716, training loss: 0.58,
0.734266
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 1717, training loss: 0.73,
0.580839
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.6% 20 way one-shot learning accuracy
iteration 1718, training loss: 0.58,
0.441473
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 1719, training loss: 0.44,
0.518718
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.0% 20 way one-shot learning accuracy
iteration 1720, training loss: 0.52,
0.700644
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.4% 20 way one-shot learning accuracy
iteration 1721, training loss: 0.70,
0.716062
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.4% 20 way one-shot learning accuracy
iteration 1722, training loss: 0.72,
0.659077
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.6% 20 way one-shot learning accuracy
iteration 1723, training loss: 0.66,
0.606931
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.8% 20 way one-shot learning accuracy
iteration 1724, training loss: 0.61,
0.593098
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 1725, training loss: 0.59,
0.537071
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 1726, training loss: 0.54,
0.590849
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.4% 20 way one-shot learning accuracy
iteration 1727, training loss: 0.59,
0.605973
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 1728, training loss: 0.61,
0.697475
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 1729, training loss: 0.70,
0.509147
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.6% 20 way one-shot learning accuracy
iteration 1730, training loss: 0.51,
0.636341
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 1731, training loss: 0.64,
0.574995
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 1732, training loss: 0.57,
0.545155
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.4% 20 way one-shot learning accuracy
iteration 1733, training loss: 0.55,
0.495917
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 1734, training loss: 0.50,
0.727476
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 1735, training loss: 0.73,
0.668776
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 1736, training loss: 0.67,
0.553203
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 1737, training loss: 0.55,
0.668622
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 1738, training loss: 0.67,
0.581184
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 1739, training loss: 0.58,
0.616489
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 1740, training loss: 0.62,
0.575763
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 1741, training loss: 0.58,
0.506251
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 1742, training loss: 0.51,
0.55244
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.4% 20 way one-shot learning accuracy
iteration 1743, training loss: 0.55,
0.601368
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.0% 20 way one-shot learning accuracy
iteration 1744, training loss: 0.60,
0.644656
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.4% 20 way one-shot learning accuracy
iteration 1745, training loss: 0.64,
0.545619
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 1746, training loss: 0.55,
0.564958
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.2% 20 way one-shot learning accuracy
iteration 1747, training loss: 0.56,
0.649076
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 1748, training loss: 0.65,
0.595137
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.6% 20 way one-shot learning accuracy
iteration 1749, training loss: 0.60,
0.53318
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 1750, training loss: 0.53,
0.582464
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 1751, training loss: 0.58,
0.560624
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.6% 20 way one-shot learning accuracy
iteration 1752, training loss: 0.56,
0.568879
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 1753, training loss: 0.57,
0.479727
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 1754, training loss: 0.48,
0.526283
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 1755, training loss: 0.53,
0.552495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 1756, training loss: 0.55,
0.522926
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 1757, training loss: 0.52,
0.617546
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 1758, training loss: 0.62,
0.516837
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.4% 20 way one-shot learning accuracy
iteration 1759, training loss: 0.52,
0.527023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 1760, training loss: 0.53,
0.526294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 1761, training loss: 0.53,
0.528536
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 1762, training loss: 0.53,
0.549552
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 1763, training loss: 0.55,
0.499202
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 1764, training loss: 0.50,
0.479972
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 1765, training loss: 0.48,
0.453724
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 1766, training loss: 0.45,
0.560119
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 1767, training loss: 0.56,
0.552945
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 1768, training loss: 0.55,
0.704155
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 1769, training loss: 0.70,
0.53813
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.8% 20 way one-shot learning accuracy
iteration 1770, training loss: 0.54,
0.749596
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 1771, training loss: 0.75,
0.5885
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 1772, training loss: 0.59,
0.577427
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 1773, training loss: 0.58,
0.55088
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 1774, training loss: 0.55,
0.679974
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 1775, training loss: 0.68,
0.496568
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 1776, training loss: 0.50,
0.670342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 1777, training loss: 0.67,
0.605563
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 1778, training loss: 0.61,
0.606845
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 1779, training loss: 0.61,
0.666007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 1780, training loss: 0.67,
0.656272
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 1781, training loss: 0.66,
0.585111
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 1782, training loss: 0.59,
0.578986
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 1783, training loss: 0.58,
0.517502
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 1784, training loss: 0.52,
0.628352
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 1785, training loss: 0.63,
0.632444
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 1786, training loss: 0.63,
0.523206
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 1787, training loss: 0.52,
0.591324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 1788, training loss: 0.59,
0.620992
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 1789, training loss: 0.62,
0.549998
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 1790, training loss: 0.55,
0.616075
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 1791, training loss: 0.62,
0.577078
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 1792, training loss: 0.58,
0.650114
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 1793, training loss: 0.65,
0.546909
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 1794, training loss: 0.55,
0.713434
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 1795, training loss: 0.71,
0.569259
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 1796, training loss: 0.57,
0.491409
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 1797, training loss: 0.49,
0.60786
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 1798, training loss: 0.61,
0.560273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 1799, training loss: 0.56,
0.69601
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 1800, training loss: 0.70,
0.602733
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 1801, training loss: 0.60,
0.55456
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 1802, training loss: 0.55,
0.517452
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 1803, training loss: 0.52,
0.539867
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 1804, training loss: 0.54,
0.556686
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 1805, training loss: 0.56,
0.475734
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 1806, training loss: 0.48,
0.490722
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 1807, training loss: 0.49,
0.49151
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 1808, training loss: 0.49,
0.68008
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 1809, training loss: 0.68,
0.569393
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 1810, training loss: 0.57,
0.456339
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.6% 20 way one-shot learning accuracy
iteration 1811, training loss: 0.46,
0.780054
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 1812, training loss: 0.78,
0.52292
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 1813, training loss: 0.52,
0.599683
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 1814, training loss: 0.60,
0.58859
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 1815, training loss: 0.59,
0.668571
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 1816, training loss: 0.67,
0.521574
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 1817, training loss: 0.52,
0.621737
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 1818, training loss: 0.62,
0.602466
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 1819, training loss: 0.60,
0.691471
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 1820, training loss: 0.69,
0.625282
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 1821, training loss: 0.63,
0.4466
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 1822, training loss: 0.45,
0.576756
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 1823, training loss: 0.58,
0.461323
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.4% 20 way one-shot learning accuracy
iteration 1824, training loss: 0.46,
0.598292
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 1825, training loss: 0.60,
0.701625
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 1826, training loss: 0.70,
0.465604
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 1827, training loss: 0.47,
0.542951
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 1828, training loss: 0.54,
0.494105
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 1829, training loss: 0.49,
0.568993
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 1830, training loss: 0.57,
0.540794
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 1831, training loss: 0.54,
0.442052
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.6% 20 way one-shot learning accuracy
iteration 1832, training loss: 0.44,
0.530543
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 1833, training loss: 0.53,
0.536043
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 1834, training loss: 0.54,
0.56019
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 1835, training loss: 0.56,
0.44
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 1836, training loss: 0.44,
0.543016
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 1837, training loss: 0.54,
0.496781
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 1838, training loss: 0.50,
0.472835
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 1839, training loss: 0.47,
0.810932
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 1840, training loss: 0.81,
0.626702
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 1841, training loss: 0.63,
0.72622
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.8% 20 way one-shot learning accuracy
iteration 1842, training loss: 0.73,
0.50099
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 1843, training loss: 0.50,
0.614203
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 1844, training loss: 0.61,
0.535924
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 1845, training loss: 0.54,
0.494328
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 1846, training loss: 0.49,
0.672245
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.4% 20 way one-shot learning accuracy
iteration 1847, training loss: 0.67,
0.453598
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.8% 20 way one-shot learning accuracy
iteration 1848, training loss: 0.45,
0.656003
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.2% 20 way one-shot learning accuracy
iteration 1849, training loss: 0.66,
0.57392
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.2% 20 way one-shot learning accuracy
iteration 1850, training loss: 0.57,
0.505275
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 1851, training loss: 0.51,
0.529932
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 1852, training loss: 0.53,
0.573568
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 1853, training loss: 0.57,
0.562569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 1854, training loss: 0.56,
0.471375
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.2% 20 way one-shot learning accuracy
iteration 1855, training loss: 0.47,
0.649354
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 1856, training loss: 0.65,
0.595512
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 1857, training loss: 0.60,
0.487399
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 1858, training loss: 0.49,
0.538926
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 1859, training loss: 0.54,
0.663936
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 1860, training loss: 0.66,
0.598844
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 1861, training loss: 0.60,
0.500571
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 1862, training loss: 0.50,
0.469229
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 1863, training loss: 0.47,
0.639276
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 1864, training loss: 0.64,
0.625679
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 1865, training loss: 0.63,
0.588798
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.8% 20 way one-shot learning accuracy
iteration 1866, training loss: 0.59,
0.483034
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.0% 20 way one-shot learning accuracy
iteration 1867, training loss: 0.48,
0.503665
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 1868, training loss: 0.50,
0.607358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 1869, training loss: 0.61,
0.512572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.8% 20 way one-shot learning accuracy
iteration 1870, training loss: 0.51,
0.602798
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 1871, training loss: 0.60,
0.720231
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 1872, training loss: 0.72,
0.699386
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 1873, training loss: 0.70,
0.516698
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 1874, training loss: 0.52,
0.537765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 1875, training loss: 0.54,
0.426232
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 1876, training loss: 0.43,
0.618318
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 1877, training loss: 0.62,
0.596659
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 1878, training loss: 0.60,
0.592058
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 1879, training loss: 0.59,
0.572781
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 1880, training loss: 0.57,
0.526956
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 1881, training loss: 0.53,
0.523017
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 1882, training loss: 0.52,
0.613659
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 1883, training loss: 0.61,
0.542055
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 1884, training loss: 0.54,
0.452548
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 1885, training loss: 0.45,
0.494587
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 1886, training loss: 0.49,
0.538604
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 1887, training loss: 0.54,
0.485628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 1888, training loss: 0.49,
0.521952
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 1889, training loss: 0.52,
0.446449
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 1890, training loss: 0.45,
0.632383
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 1891, training loss: 0.63,
0.553354
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 1892, training loss: 0.55,
0.731547
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 1893, training loss: 0.73,
0.556617
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 1894, training loss: 0.56,
0.475899
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 1895, training loss: 0.48,
0.691973
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 1896, training loss: 0.69,
0.478862
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 1897, training loss: 0.48,
0.533479
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 1898, training loss: 0.53,
0.482948
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 1899, training loss: 0.48,
0.573889
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 1900, training loss: 0.57,
0.477832
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 1901, training loss: 0.48,
0.641416
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 1902, training loss: 0.64,
0.602439
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 1903, training loss: 0.60,
0.520449
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 1904, training loss: 0.52,
0.493895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 1905, training loss: 0.49,
0.603339
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 1906, training loss: 0.60,
0.611294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 1907, training loss: 0.61,
0.605187
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 1908, training loss: 0.61,
0.519365
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 1909, training loss: 0.52,
0.513374
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 1910, training loss: 0.51,
0.511047
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.0% 20 way one-shot learning accuracy
iteration 1911, training loss: 0.51,
0.515818
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 1912, training loss: 0.52,
0.484673
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 1913, training loss: 0.48,
0.46624
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 1914, training loss: 0.47,
0.543674
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 1915, training loss: 0.54,
0.478492
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 1916, training loss: 0.48,
0.751845
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 1917, training loss: 0.75,
0.54537
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 1918, training loss: 0.55,
0.477874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 1919, training loss: 0.48,
0.423718
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 1920, training loss: 0.42,
0.541049
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 1921, training loss: 0.54,
0.46281
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 1922, training loss: 0.46,
0.591844
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 1923, training loss: 0.59,
0.562934
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 1924, training loss: 0.56,
0.583588
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 1925, training loss: 0.58,
0.559787
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 1926, training loss: 0.56,
0.597116
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 1927, training loss: 0.60,
0.484039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 1928, training loss: 0.48,
0.759767
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 1929, training loss: 0.76,
0.400198
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 1930, training loss: 0.40,
0.540508
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 1931, training loss: 0.54,
0.559072
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 1932, training loss: 0.56,
0.643154
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 1933, training loss: 0.64,
0.594266
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 1934, training loss: 0.59,
0.681676
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 1935, training loss: 0.68,
0.52453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 1936, training loss: 0.52,
0.455617
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 1937, training loss: 0.46,
0.509709
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 1938, training loss: 0.51,
0.519942
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.8% 20 way one-shot learning accuracy
iteration 1939, training loss: 0.52,
0.45381
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.2% 20 way one-shot learning accuracy
iteration 1940, training loss: 0.45,
0.474023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 1941, training loss: 0.47,
0.467822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 1942, training loss: 0.47,
0.445831
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 1943, training loss: 0.45,
0.557026
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 1944, training loss: 0.56,
0.706685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 1945, training loss: 0.71,
0.64847
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 1946, training loss: 0.65,
0.751808
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 1947, training loss: 0.75,
0.597537
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 1948, training loss: 0.60,
0.61936
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 1949, training loss: 0.62,
0.618508
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.8% 20 way one-shot learning accuracy
iteration 1950, training loss: 0.62,
0.557977
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 1951, training loss: 0.56,
0.488057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 1952, training loss: 0.49,
0.564973
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 1953, training loss: 0.56,
0.701526
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 1954, training loss: 0.70,
0.615682
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 1955, training loss: 0.62,
0.597082
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.6% 20 way one-shot learning accuracy
iteration 1956, training loss: 0.60,
0.522227
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 1957, training loss: 0.52,
0.658521
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 1958, training loss: 0.66,
0.742786
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 1959, training loss: 0.74,
0.716938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 1960, training loss: 0.72,
0.501494
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 1961, training loss: 0.50,
0.487136
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 1962, training loss: 0.49,
0.585002
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 1963, training loss: 0.59,
0.528207
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 1964, training loss: 0.53,
0.459646
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 1965, training loss: 0.46,
0.585085
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 1966, training loss: 0.59,
0.617799
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 1967, training loss: 0.62,
0.54501
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 1968, training loss: 0.55,
0.467558
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 1969, training loss: 0.47,
0.674339
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 1970, training loss: 0.67,
0.466133
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 1971, training loss: 0.47,
0.525214
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 1972, training loss: 0.53,
0.590569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 1973, training loss: 0.59,
0.500633
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 1974, training loss: 0.50,
0.426048
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 1975, training loss: 0.43,
0.552224
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 1976, training loss: 0.55,
0.63643
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 1977, training loss: 0.64,
0.545497
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 1978, training loss: 0.55,
0.536692
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 1979, training loss: 0.54,
0.590253
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 1980, training loss: 0.59,
0.596817
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 1981, training loss: 0.60,
0.431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 1982, training loss: 0.43,
0.550474
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 1983, training loss: 0.55,
0.588937
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.8% 20 way one-shot learning accuracy
iteration 1984, training loss: 0.59,
0.740802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 1985, training loss: 0.74,
0.600285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 1986, training loss: 0.60,
0.457186
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 1987, training loss: 0.46,
0.589888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.8% 20 way one-shot learning accuracy
iteration 1988, training loss: 0.59,
0.538396
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 1989, training loss: 0.54,
0.548656
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 1990, training loss: 0.55,
0.566874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 1991, training loss: 0.57,
0.490489
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 1992, training loss: 0.49,
0.441775
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 1993, training loss: 0.44,
0.518719
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 1994, training loss: 0.52,
0.594107
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 1995, training loss: 0.59,
0.510759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.0% 20 way one-shot learning accuracy
iteration 1996, training loss: 0.51,
0.485439
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 1997, training loss: 0.49,
0.455336
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 1998, training loss: 0.46,
0.466025
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.6% 20 way one-shot learning accuracy
iteration 1999, training loss: 0.47,
0.483493
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 2000, training loss: 0.48,
0.548885
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 2001, training loss: 0.55,
0.553905
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 51.6% 20 way one-shot learning accuracy
iteration 2002, training loss: 0.55,
0.487866
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 2003, training loss: 0.49,
0.543924
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.6% 20 way one-shot learning accuracy
iteration 2004, training loss: 0.54,
0.503573
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 2005, training loss: 0.50,
0.474071
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 2006, training loss: 0.47,
0.570463
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 2007, training loss: 0.57,
0.493808
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 2008, training loss: 0.49,
0.474972
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 2009, training loss: 0.47,
0.503514
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 2010, training loss: 0.50,
0.573525
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 2011, training loss: 0.57,
0.431159
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.8% 20 way one-shot learning accuracy
iteration 2012, training loss: 0.43,
0.406486
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 2013, training loss: 0.41,
0.491831
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.0% 20 way one-shot learning accuracy
iteration 2014, training loss: 0.49,
0.474689
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 2015, training loss: 0.47,
0.487604
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 2016, training loss: 0.49,
0.68844
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.8% 20 way one-shot learning accuracy
iteration 2017, training loss: 0.69,
0.526254
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.2% 20 way one-shot learning accuracy
iteration 2018, training loss: 0.53,
0.519132
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 2019, training loss: 0.52,
0.574015
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 2020, training loss: 0.57,
0.473143
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 2021, training loss: 0.47,
0.540197
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 2022, training loss: 0.54,
0.482613
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 2023, training loss: 0.48,
0.462698
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.2% 20 way one-shot learning accuracy
iteration 2024, training loss: 0.46,
0.537606
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 2025, training loss: 0.54,
0.501807
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2026, training loss: 0.50,
0.526386
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 2027, training loss: 0.53,
0.713845
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 2028, training loss: 0.71,
0.426167
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.8% 20 way one-shot learning accuracy
iteration 2029, training loss: 0.43,
0.461523
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2030, training loss: 0.46,
0.728177
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 2031, training loss: 0.73,
0.517348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 2032, training loss: 0.52,
0.505835
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 2033, training loss: 0.51,
0.491807
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 2034, training loss: 0.49,
0.624463
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 2035, training loss: 0.62,
0.47252
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 2036, training loss: 0.47,
0.523765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.4% 20 way one-shot learning accuracy
iteration 2037, training loss: 0.52,
0.620446
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 2038, training loss: 0.62,
0.446883
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 2039, training loss: 0.45,
0.591072
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.6% 20 way one-shot learning accuracy
iteration 2040, training loss: 0.59,
0.510377
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 2041, training loss: 0.51,
0.463746
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2042, training loss: 0.46,
0.493731
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2043, training loss: 0.49,
0.535661
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2044, training loss: 0.54,
0.499686
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 2045, training loss: 0.50,
0.557287
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 2046, training loss: 0.56,
0.543754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 2047, training loss: 0.54,
0.603478
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 2048, training loss: 0.60,
0.7608
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 2049, training loss: 0.76,
0.528951
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 2050, training loss: 0.53,
0.571895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 2051, training loss: 0.57,
0.671856
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 2052, training loss: 0.67,
0.490534
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 2053, training loss: 0.49,
0.560768
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2054, training loss: 0.56,
0.467488
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2055, training loss: 0.47,
0.497083
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 2056, training loss: 0.50,
0.58305
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 2057, training loss: 0.58,
0.543953
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2058, training loss: 0.54,
0.58926
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 2059, training loss: 0.59,
0.558918
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 2060, training loss: 0.56,
0.455633
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 2061, training loss: 0.46,
0.404343
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.6% 20 way one-shot learning accuracy
iteration 2062, training loss: 0.40,
0.522464
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 2063, training loss: 0.52,
0.497296
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 2064, training loss: 0.50,
0.576075
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 49.6% 20 way one-shot learning accuracy
iteration 2065, training loss: 0.58,
0.568927
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 2066, training loss: 0.57,
0.667718
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 2067, training loss: 0.67,
0.552674
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 2068, training loss: 0.55,
0.542498
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2069, training loss: 0.54,
0.471414
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 2070, training loss: 0.47,
0.435468
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 2071, training loss: 0.44,
0.541483
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2072, training loss: 0.54,
0.550176
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 2073, training loss: 0.55,
0.493522
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 2074, training loss: 0.49,
0.67113
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 2075, training loss: 0.67,
0.421933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 2076, training loss: 0.42,
0.530349
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 2077, training loss: 0.53,
0.570051
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 2078, training loss: 0.57,
0.465488
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 2079, training loss: 0.47,
0.601644
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 2080, training loss: 0.60,
0.468455
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 2081, training loss: 0.47,
0.438698
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 2082, training loss: 0.44,
0.590568
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 2083, training loss: 0.59,
0.479428
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2084, training loss: 0.48,
0.54475
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 2085, training loss: 0.54,
0.468327
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 2086, training loss: 0.47,
0.503752
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 2087, training loss: 0.50,
0.524216
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2088, training loss: 0.52,
0.529635
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 2089, training loss: 0.53,
0.518635
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.2% 20 way one-shot learning accuracy
iteration 2090, training loss: 0.52,
0.492518
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 2091, training loss: 0.49,
0.575631
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 2092, training loss: 0.58,
0.507046
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 2093, training loss: 0.51,
0.506964
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 2094, training loss: 0.51,
0.513385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.8% 20 way one-shot learning accuracy
iteration 2095, training loss: 0.51,
0.623813
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.4% 20 way one-shot learning accuracy
iteration 2096, training loss: 0.62,
0.528748
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.0% 20 way one-shot learning accuracy
iteration 2097, training loss: 0.53,
0.50936
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.8% 20 way one-shot learning accuracy
iteration 2098, training loss: 0.51,
0.484057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 2099, training loss: 0.48,
0.549803
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.8% 20 way one-shot learning accuracy
iteration 2100, training loss: 0.55,
0.543782
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.4% 20 way one-shot learning accuracy
iteration 2101, training loss: 0.54,
0.494222
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.0% 20 way one-shot learning accuracy
iteration 2102, training loss: 0.49,
0.622837
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.2% 20 way one-shot learning accuracy
iteration 2103, training loss: 0.62,
0.553669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.0% 20 way one-shot learning accuracy
iteration 2104, training loss: 0.55,
0.665468
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 2105, training loss: 0.67,
0.532216
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 2106, training loss: 0.53,
0.474066
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 2107, training loss: 0.47,
0.417143
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2108, training loss: 0.42,
0.511454
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 2109, training loss: 0.51,
0.616278
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 2110, training loss: 0.62,
0.600459
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 2111, training loss: 0.60,
0.56102
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 2112, training loss: 0.56,
0.578146
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.6% 20 way one-shot learning accuracy
iteration 2113, training loss: 0.58,
0.649927
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 2114, training loss: 0.65,
0.582848
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 2115, training loss: 0.58,
0.494999
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 2116, training loss: 0.49,
0.470666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 2117, training loss: 0.47,
0.581815
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 2118, training loss: 0.58,
0.40502
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 2119, training loss: 0.41,
0.430093
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.8% 20 way one-shot learning accuracy
iteration 2120, training loss: 0.43,
0.438635
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.2% 20 way one-shot learning accuracy
iteration 2121, training loss: 0.44,
0.609837
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 2122, training loss: 0.61,
0.525572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2123, training loss: 0.53,
0.539495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 2124, training loss: 0.54,
0.511858
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 2125, training loss: 0.51,
0.616569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 2126, training loss: 0.62,
0.460671
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 2127, training loss: 0.46,
0.456196
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2128, training loss: 0.46,
0.561592
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 2129, training loss: 0.56,
0.544618
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 2130, training loss: 0.54,
0.445637
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 2131, training loss: 0.45,
0.541748
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 2132, training loss: 0.54,
0.546429
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.2% 20 way one-shot learning accuracy
iteration 2133, training loss: 0.55,
0.524337
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2134, training loss: 0.52,
0.504679
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 2135, training loss: 0.50,
0.555156
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 2136, training loss: 0.56,
0.516288
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 2137, training loss: 0.52,
0.540719
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2138, training loss: 0.54,
0.455363
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 2139, training loss: 0.46,
0.555289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 2140, training loss: 0.56,
0.48911
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 2141, training loss: 0.49,
0.625377
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 2142, training loss: 0.63,
0.569823
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 2143, training loss: 0.57,
0.457107
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.6% 20 way one-shot learning accuracy
iteration 2144, training loss: 0.46,
0.457588
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 2145, training loss: 0.46,
0.468462
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 2146, training loss: 0.47,
0.585985
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 2147, training loss: 0.59,
0.510462
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 2148, training loss: 0.51,
0.496559
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 2149, training loss: 0.50,
0.424455
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 2150, training loss: 0.42,
0.618796
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 2151, training loss: 0.62,
0.473604
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 2152, training loss: 0.47,
0.605703
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 2153, training loss: 0.61,
0.438951
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2154, training loss: 0.44,
0.608875
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2155, training loss: 0.61,
0.425003
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 2156, training loss: 0.43,
0.533538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 2157, training loss: 0.53,
0.726407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 2158, training loss: 0.73,
0.543686
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 2159, training loss: 0.54,
0.490971
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 2160, training loss: 0.49,
0.492943
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 2161, training loss: 0.49,
0.426295
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 2162, training loss: 0.43,
0.53293
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 2163, training loss: 0.53,
0.48507
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2164, training loss: 0.49,
0.5041
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2165, training loss: 0.50,
0.440228
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 2166, training loss: 0.44,
0.593534
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 2167, training loss: 0.59,
0.468725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 2168, training loss: 0.47,
0.647165
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 2169, training loss: 0.65,
0.410176
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 2170, training loss: 0.41,
0.541904
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2171, training loss: 0.54,
0.621378
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2172, training loss: 0.62,
0.707948
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 2173, training loss: 0.71,
0.508674
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 2174, training loss: 0.51,
0.477359
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2175, training loss: 0.48,
0.485242
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 2176, training loss: 0.49,
0.466488
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 2177, training loss: 0.47,
0.493088
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 2178, training loss: 0.49,
0.495789
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 2179, training loss: 0.50,
0.446437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2180, training loss: 0.45,
0.519174
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 2181, training loss: 0.52,
0.579311
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 2182, training loss: 0.58,
0.73568
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2183, training loss: 0.74,
0.479329
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 2184, training loss: 0.48,
0.42069
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 2185, training loss: 0.42,
0.44063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 2186, training loss: 0.44,
0.364606
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2187, training loss: 0.36,
0.418783
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.8% 20 way one-shot learning accuracy
iteration 2188, training loss: 0.42,
0.58433
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 2189, training loss: 0.58,
0.451593
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.6% 20 way one-shot learning accuracy
iteration 2190, training loss: 0.45,
0.44332
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 2191, training loss: 0.44,
0.371547
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 2192, training loss: 0.37,
0.529196
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 2193, training loss: 0.53,
0.556204
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 2194, training loss: 0.56,
0.462466
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2195, training loss: 0.46,
0.436548
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 2196, training loss: 0.44,
0.507066
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2197, training loss: 0.51,
0.458874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2198, training loss: 0.46,
0.463116
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 2199, training loss: 0.46,
0.423347
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2200, training loss: 0.42,
0.385969
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 2201, training loss: 0.39,
0.519758
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 2202, training loss: 0.52,
0.44628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.8% 20 way one-shot learning accuracy
iteration 2203, training loss: 0.45,
0.511243
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 2204, training loss: 0.51,
0.580299
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 2205, training loss: 0.58,
0.597583
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 2206, training loss: 0.60,
0.497861
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 2207, training loss: 0.50,
0.523137
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 2208, training loss: 0.52,
0.472563
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 2209, training loss: 0.47,
0.462296
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 2210, training loss: 0.46,
0.486855
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 2211, training loss: 0.49,
0.530259
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 2212, training loss: 0.53,
0.400643
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 2213, training loss: 0.40,
0.557103
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 2214, training loss: 0.56,
0.408575
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 2215, training loss: 0.41,
0.492744
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 2216, training loss: 0.49,
0.520024
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 2217, training loss: 0.52,
0.464613
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 2218, training loss: 0.46,
0.451043
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.4% 20 way one-shot learning accuracy
iteration 2219, training loss: 0.45,
0.516004
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2220, training loss: 0.52,
0.537523
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2221, training loss: 0.54,
0.464633
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 2222, training loss: 0.46,
0.45664
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 2223, training loss: 0.46,
0.430632
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 2224, training loss: 0.43,
0.558209
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 2225, training loss: 0.56,
0.398277
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 2226, training loss: 0.40,
0.596897
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 2227, training loss: 0.60,
0.451632
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 2228, training loss: 0.45,
0.718396
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 2229, training loss: 0.72,
0.479899
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 2230, training loss: 0.48,
0.389035
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 2231, training loss: 0.39,
0.489725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.6% 20 way one-shot learning accuracy
iteration 2232, training loss: 0.49,
0.481694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 2233, training loss: 0.48,
0.543991
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 2234, training loss: 0.54,
0.428427
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 2235, training loss: 0.43,
0.46665
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2236, training loss: 0.47,
0.529767
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 2237, training loss: 0.53,
0.407369
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2238, training loss: 0.41,
0.405865
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 2239, training loss: 0.41,
0.424278
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2240, training loss: 0.42,
0.483778
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 2241, training loss: 0.48,
0.430806
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 2242, training loss: 0.43,
0.533577
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 2243, training loss: 0.53,
0.439284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 2244, training loss: 0.44,
0.55261
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 2245, training loss: 0.55,
0.514467
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 2246, training loss: 0.51,
0.538056
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 2247, training loss: 0.54,
0.445603
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 2248, training loss: 0.45,
0.447085
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2249, training loss: 0.45,
0.535014
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 2250, training loss: 0.54,
0.458854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2251, training loss: 0.46,
0.490963
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 2252, training loss: 0.49,
0.466737
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 2253, training loss: 0.47,
0.451644
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 2254, training loss: 0.45,
0.40376
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 2255, training loss: 0.40,
0.520508
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 2256, training loss: 0.52,
0.450557
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2257, training loss: 0.45,
0.471105
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 2258, training loss: 0.47,
0.57533
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2259, training loss: 0.58,
0.485072
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2260, training loss: 0.49,
0.405437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2261, training loss: 0.41,
0.515691
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 2262, training loss: 0.52,
0.532836
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.2% 20 way one-shot learning accuracy
iteration 2263, training loss: 0.53,
0.494357
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 2264, training loss: 0.49,
0.433442
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2265, training loss: 0.43,
0.373782
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 2266, training loss: 0.37,
0.492281
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2267, training loss: 0.49,
0.420539
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 2268, training loss: 0.42,
0.469714
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 2269, training loss: 0.47,
0.573926
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 2270, training loss: 0.57,
0.451924
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 2271, training loss: 0.45,
0.547214
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 2272, training loss: 0.55,
0.504391
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2273, training loss: 0.50,
0.428263
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 2274, training loss: 0.43,
0.550824
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 2275, training loss: 0.55,
0.531488
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 2276, training loss: 0.53,
0.388679
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 2277, training loss: 0.39,
0.452985
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 2278, training loss: 0.45,
0.512182
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 2279, training loss: 0.51,
0.497945
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 2280, training loss: 0.50,
0.489328
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 2281, training loss: 0.49,
0.453772
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 2282, training loss: 0.45,
0.48681
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 2283, training loss: 0.49,
0.434853
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2284, training loss: 0.43,
0.494604
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 2285, training loss: 0.49,
0.449254
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 2286, training loss: 0.45,
0.43097
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 2287, training loss: 0.43,
0.467684
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 2288, training loss: 0.47,
0.545404
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 2289, training loss: 0.55,
0.570156
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2290, training loss: 0.57,
0.446554
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 2291, training loss: 0.45,
0.396403
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 2292, training loss: 0.40,
0.452195
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 2293, training loss: 0.45,
0.440787
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 2294, training loss: 0.44,
0.582077
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 2295, training loss: 0.58,
0.522264
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 2296, training loss: 0.52,
0.431657
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 2297, training loss: 0.43,
0.512961
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2298, training loss: 0.51,
0.616909
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 2299, training loss: 0.62,
0.514409
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 2300, training loss: 0.51,
0.502186
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 2301, training loss: 0.50,
0.436509
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 2302, training loss: 0.44,
0.443448
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 2303, training loss: 0.44,
0.406163
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 2304, training loss: 0.41,
0.441996
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 2305, training loss: 0.44,
0.416152
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 2306, training loss: 0.42,
0.551795
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 2307, training loss: 0.55,
0.497148
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 2308, training loss: 0.50,
0.522993
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 2309, training loss: 0.52,
0.43041
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 2310, training loss: 0.43,
0.415663
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 2311, training loss: 0.42,
0.579913
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 2312, training loss: 0.58,
0.494268
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2313, training loss: 0.49,
0.483515
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 2314, training loss: 0.48,
0.541933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 2315, training loss: 0.54,
0.631315
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 2316, training loss: 0.63,
0.421359
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 2317, training loss: 0.42,
0.449026
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2318, training loss: 0.45,
0.478196
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 2319, training loss: 0.48,
0.458979
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 2320, training loss: 0.46,
0.479017
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 2321, training loss: 0.48,
0.524726
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 2322, training loss: 0.52,
0.519818
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 2323, training loss: 0.52,
0.560545
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 2324, training loss: 0.56,
0.439394
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 2325, training loss: 0.44,
0.422402
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 2326, training loss: 0.42,
0.418531
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.6% 20 way one-shot learning accuracy
iteration 2327, training loss: 0.42,
0.437272
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 46.0% 20 way one-shot learning accuracy
iteration 2328, training loss: 0.44,
0.561549
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 2329, training loss: 0.56,
0.814279
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 2330, training loss: 0.81,
0.426478
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.6% 20 way one-shot learning accuracy
iteration 2331, training loss: 0.43,
0.461507
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.8% 20 way one-shot learning accuracy
iteration 2332, training loss: 0.46,
0.414397
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 2333, training loss: 0.41,
0.535385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 2334, training loss: 0.54,
0.863545
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 2335, training loss: 0.86,
0.599245
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 2336, training loss: 0.60,
0.569886
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 2337, training loss: 0.57,
0.532286
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 2338, training loss: 0.53,
0.564074
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2339, training loss: 0.56,
0.499046
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2340, training loss: 0.50,
0.456169
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 2341, training loss: 0.46,
0.447208
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2342, training loss: 0.45,
0.573655
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 2343, training loss: 0.57,
0.447261
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 2344, training loss: 0.45,
0.533922
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 2345, training loss: 0.53,
0.456459
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2346, training loss: 0.46,
0.448112
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 2347, training loss: 0.45,
0.493726
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 2348, training loss: 0.49,
0.423749
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 2349, training loss: 0.42,
0.551704
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 47.6% 20 way one-shot learning accuracy
iteration 2350, training loss: 0.55,
0.447922
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 2351, training loss: 0.45,
0.532751
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.4% 20 way one-shot learning accuracy
iteration 2352, training loss: 0.53,
0.474943
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.2% 20 way one-shot learning accuracy
iteration 2353, training loss: 0.47,
0.494385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2354, training loss: 0.49,
0.435294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 2355, training loss: 0.44,
0.506394
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 2356, training loss: 0.51,
0.566854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 2357, training loss: 0.57,
0.545029
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 2358, training loss: 0.55,
0.38827
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 2359, training loss: 0.39,
0.443385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2360, training loss: 0.44,
0.455596
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 2361, training loss: 0.46,
0.435476
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 2362, training loss: 0.44,
0.539151
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2363, training loss: 0.54,
0.469331
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2364, training loss: 0.47,
0.584344
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 2365, training loss: 0.58,
0.514659
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 2366, training loss: 0.51,
0.452179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 2367, training loss: 0.45,
0.454105
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 2368, training loss: 0.45,
0.555629
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2369, training loss: 0.56,
0.541399
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 2370, training loss: 0.54,
0.504284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 2371, training loss: 0.50,
0.58802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 2372, training loss: 0.59,
0.553697
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 2373, training loss: 0.55,
0.432582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 2374, training loss: 0.43,
0.519015
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 2375, training loss: 0.52,
0.52654
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 50.8% 20 way one-shot learning accuracy
iteration 2376, training loss: 0.53,
0.646205
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.4% 20 way one-shot learning accuracy
iteration 2377, training loss: 0.65,
0.65372
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 48.4% 20 way one-shot learning accuracy
iteration 2378, training loss: 0.65,
0.449583
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 2379, training loss: 0.45,
0.5022
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.2% 20 way one-shot learning accuracy
iteration 2380, training loss: 0.50,
0.449176
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 2381, training loss: 0.45,
0.463384
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 2382, training loss: 0.46,
0.529297
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 2383, training loss: 0.53,
0.453288
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.8% 20 way one-shot learning accuracy
iteration 2384, training loss: 0.45,
0.410551
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 2385, training loss: 0.41,
0.454654
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 2386, training loss: 0.45,
0.461559
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2387, training loss: 0.46,
0.435339
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 2388, training loss: 0.44,
0.525444
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2389, training loss: 0.53,
0.53057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 2390, training loss: 0.53,
0.465635
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 2391, training loss: 0.47,
0.474378
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 2392, training loss: 0.47,
0.623453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 2393, training loss: 0.62,
0.552307
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 2394, training loss: 0.55,
0.598287
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 2395, training loss: 0.60,
0.434065
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 2396, training loss: 0.43,
0.406779
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 2397, training loss: 0.41,
0.557057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2398, training loss: 0.56,
0.571941
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 2399, training loss: 0.57,
0.529868
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 2400, training loss: 0.53,
0.473293
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 2401, training loss: 0.47,
0.477503
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 2402, training loss: 0.48,
0.41379
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 2403, training loss: 0.41,
0.543783
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.2% 20 way one-shot learning accuracy
iteration 2404, training loss: 0.54,
0.795678
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.2% 20 way one-shot learning accuracy
iteration 2405, training loss: 0.80,
0.532657
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 2406, training loss: 0.53,
0.432014
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 2407, training loss: 0.43,
0.437567
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 2408, training loss: 0.44,
0.405664
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 2409, training loss: 0.41,
0.570562
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 2410, training loss: 0.57,
0.446229
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 2411, training loss: 0.45,
0.456668
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 2412, training loss: 0.46,
0.391675
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 2413, training loss: 0.39,
0.492386
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 2414, training loss: 0.49,
0.466127
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 2415, training loss: 0.47,
0.56664
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 2416, training loss: 0.57,
0.561698
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2417, training loss: 0.56,
0.496315
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 2418, training loss: 0.50,
0.424425
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2419, training loss: 0.42,
0.602484
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2420, training loss: 0.60,
0.451285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2421, training loss: 0.45,
0.467119
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 2422, training loss: 0.47,
0.512163
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 2423, training loss: 0.51,
0.393636
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 2424, training loss: 0.39,
0.548916
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 2425, training loss: 0.55,
0.399196
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 2426, training loss: 0.40,
0.416142
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 2427, training loss: 0.42,
0.558614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 2428, training loss: 0.56,
0.472998
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 2429, training loss: 0.47,
0.483647
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2430, training loss: 0.48,
0.53173
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 2431, training loss: 0.53,
0.485483
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 2432, training loss: 0.49,
0.399346
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 2433, training loss: 0.40,
0.485696
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 2434, training loss: 0.49,
0.396142
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 2435, training loss: 0.40,
0.386677
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 2436, training loss: 0.39,
0.568624
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 2437, training loss: 0.57,
0.425839
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 2438, training loss: 0.43,
0.450874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.8% 20 way one-shot learning accuracy
iteration 2439, training loss: 0.45,
0.457745
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 2440, training loss: 0.46,
0.437298
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 2441, training loss: 0.44,
0.555416
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 2442, training loss: 0.56,
0.421468
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 2443, training loss: 0.42,
0.470092
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 2444, training loss: 0.47,
0.395622
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.4% 20 way one-shot learning accuracy
iteration 2445, training loss: 0.40,
0.590123
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 2446, training loss: 0.59,
0.441974
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 2447, training loss: 0.44,
0.466358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 2448, training loss: 0.47,
0.442001
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 2449, training loss: 0.44,
0.535067
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 2450, training loss: 0.54,
0.442826
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 2451, training loss: 0.44,
0.487114
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 2452, training loss: 0.49,
0.452378
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2453, training loss: 0.45,
0.524157
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 2454, training loss: 0.52,
0.448873
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2455, training loss: 0.45,
0.568116
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 2456, training loss: 0.57,
0.640827
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 2457, training loss: 0.64,
0.525137
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 2458, training loss: 0.53,
0.481079
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 2459, training loss: 0.48,
0.49718
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2460, training loss: 0.50,
0.465595
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 2461, training loss: 0.47,
0.517347
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 2462, training loss: 0.52,
0.407058
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2463, training loss: 0.41,
0.491875
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 2464, training loss: 0.49,
0.441939
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 2465, training loss: 0.44,
0.448648
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 2466, training loss: 0.45,
0.431371
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 2467, training loss: 0.43,
0.486348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 2468, training loss: 0.49,
0.56362
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 2469, training loss: 0.56,
0.43629
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 2470, training loss: 0.44,
0.498085
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 2471, training loss: 0.50,
0.48512
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 2472, training loss: 0.49,
0.613134
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 2473, training loss: 0.61,
0.455663
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 2474, training loss: 0.46,
0.462546
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2475, training loss: 0.46,
0.437949
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 2476, training loss: 0.44,
0.457673
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 2477, training loss: 0.46,
0.453498
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 2478, training loss: 0.45,
0.423422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 2479, training loss: 0.42,
0.378521
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 2480, training loss: 0.38,
0.390279
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 2481, training loss: 0.39,
0.444314
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 2482, training loss: 0.44,
0.414788
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 2483, training loss: 0.41,
0.416282
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 2484, training loss: 0.42,
0.441224
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 2485, training loss: 0.44,
0.454657
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 2486, training loss: 0.45,
0.532998
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 2487, training loss: 0.53,
0.417669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 2488, training loss: 0.42,
0.651212
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 2489, training loss: 0.65,
0.424737
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 2490, training loss: 0.42,
0.511107
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 2491, training loss: 0.51,
0.604468
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 2492, training loss: 0.60,
0.435775
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2493, training loss: 0.44,
0.531897
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2494, training loss: 0.53,
0.72303
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 2495, training loss: 0.72,
0.416908
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 2496, training loss: 0.42,
0.424978
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 2497, training loss: 0.42,
0.441907
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 2498, training loss: 0.44,
0.388693
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 2499, training loss: 0.39,
0.34727
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 2500, training loss: 0.35,
0.449006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 2501, training loss: 0.45,
0.468489
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 2502, training loss: 0.47,
0.449876
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2503, training loss: 0.45,
0.380697
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 2504, training loss: 0.38,
0.469645
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 2505, training loss: 0.47,
0.502349
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 2506, training loss: 0.50,
0.474504
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 2507, training loss: 0.47,
0.538484
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 2508, training loss: 0.54,
0.501593
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 2509, training loss: 0.50,
0.426015
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 2510, training loss: 0.43,
0.60561
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 2511, training loss: 0.61,
0.409008
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2512, training loss: 0.41,
0.445362
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 2513, training loss: 0.45,
0.425016
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 2514, training loss: 0.43,
0.405066
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 2515, training loss: 0.41,
0.460586
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2516, training loss: 0.46,
0.341195
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 2517, training loss: 0.34,
0.427582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 2518, training loss: 0.43,
0.543926
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 2519, training loss: 0.54,
0.430656
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 2520, training loss: 0.43,
0.420067
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 2521, training loss: 0.42,
0.366484
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 2522, training loss: 0.37,
0.411259
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 2523, training loss: 0.41,
0.398736
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 2524, training loss: 0.40,
0.526263
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 2525, training loss: 0.53,
0.544651
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 2526, training loss: 0.54,
0.373308
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 2527, training loss: 0.37,
0.436152
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2528, training loss: 0.44,
0.427019
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 2529, training loss: 0.43,
0.474078
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 2530, training loss: 0.47,
0.523141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 2531, training loss: 0.52,
0.471198
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 2532, training loss: 0.47,
0.45341
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 2533, training loss: 0.45,
0.519158
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 2534, training loss: 0.52,
0.444454
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 2535, training loss: 0.44,
0.562996
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 2536, training loss: 0.56,
0.514299
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 2537, training loss: 0.51,
0.502647
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 2538, training loss: 0.50,
0.427058
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 2539, training loss: 0.43,
0.462788
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 2540, training loss: 0.46,
0.594056
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2541, training loss: 0.59,
0.513937
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 2542, training loss: 0.51,
0.442535
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 2543, training loss: 0.44,
0.564252
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 2544, training loss: 0.56,
0.525642
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2545, training loss: 0.53,
0.459719
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 2546, training loss: 0.46,
0.555728
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 2547, training loss: 0.56,
0.551534
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.8% 20 way one-shot learning accuracy
iteration 2548, training loss: 0.55,
0.380874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 2549, training loss: 0.38,
0.467134
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 2550, training loss: 0.47,
0.510896
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 2551, training loss: 0.51,
0.438341
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 2552, training loss: 0.44,
0.421937
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 2553, training loss: 0.42,
0.562288
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 2554, training loss: 0.56,
0.458443
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 2555, training loss: 0.46,
0.437014
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 2556, training loss: 0.44,
0.416943
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 2557, training loss: 0.42,
0.401189
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 2558, training loss: 0.40,
0.418752
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 2559, training loss: 0.42,
0.451582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2560, training loss: 0.45,
0.426674
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2561, training loss: 0.43,
0.443182
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2562, training loss: 0.44,
0.374451
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2563, training loss: 0.37,
0.397602
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2564, training loss: 0.40,
0.472643
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 2565, training loss: 0.47,
0.513905
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 2566, training loss: 0.51,
0.505014
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 2567, training loss: 0.51,
0.475579
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 2568, training loss: 0.48,
0.42408
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2569, training loss: 0.42,
0.432631
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 2570, training loss: 0.43,
0.392477
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 2571, training loss: 0.39,
0.639255
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 2572, training loss: 0.64,
0.456841
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 2573, training loss: 0.46,
0.452353
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 2574, training loss: 0.45,
0.587965
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 2575, training loss: 0.59,
0.490817
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2576, training loss: 0.49,
0.435792
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 2577, training loss: 0.44,
0.40026
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 2578, training loss: 0.40,
0.42294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2579, training loss: 0.42,
0.496554
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 2580, training loss: 0.50,
0.449101
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 2581, training loss: 0.45,
0.437229
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 2582, training loss: 0.44,
0.48963
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 2583, training loss: 0.49,
0.411075
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2584, training loss: 0.41,
0.447162
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 2585, training loss: 0.45,
0.38554
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 2586, training loss: 0.39,
0.390653
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2587, training loss: 0.39,
0.516919
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 2588, training loss: 0.52,
0.404984
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 2589, training loss: 0.40,
0.535174
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2590, training loss: 0.54,
0.499533
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 2591, training loss: 0.50,
0.542571
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 2592, training loss: 0.54,
0.37693
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 2593, training loss: 0.38,
0.54694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 2594, training loss: 0.55,
0.400011
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2595, training loss: 0.40,
0.427112
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 2596, training loss: 0.43,
0.392704
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 2597, training loss: 0.39,
0.427234
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 2598, training loss: 0.43,
0.437458
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 2599, training loss: 0.44,
0.457939
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 2600, training loss: 0.46,
0.391569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 2601, training loss: 0.39,
0.446293
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2602, training loss: 0.45,
0.524232
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 2603, training loss: 0.52,
0.498088
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2604, training loss: 0.50,
0.535822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 2605, training loss: 0.54,
0.541776
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 2606, training loss: 0.54,
0.764669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2607, training loss: 0.76,
0.637173
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 2608, training loss: 0.64,
0.390711
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 2609, training loss: 0.39,
0.390971
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 2610, training loss: 0.39,
0.380799
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 2611, training loss: 0.38,
0.446217
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 2612, training loss: 0.45,
0.417765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 2613, training loss: 0.42,
0.553898
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 2614, training loss: 0.55,
0.414739
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 2615, training loss: 0.41,
0.452532
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2616, training loss: 0.45,
0.497591
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 2617, training loss: 0.50,
0.432227
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 2618, training loss: 0.43,
0.516858
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 2619, training loss: 0.52,
0.522047
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2620, training loss: 0.52,
0.379384
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 2621, training loss: 0.38,
0.3808
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 52.0% 20 way one-shot learning accuracy
iteration 2622, training loss: 0.38,
0.431215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 2623, training loss: 0.43,
0.429424
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.8% 20 way one-shot learning accuracy
iteration 2624, training loss: 0.43,
0.562272
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 2625, training loss: 0.56,
0.563354
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 2626, training loss: 0.56,
0.417977
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.6% 20 way one-shot learning accuracy
iteration 2627, training loss: 0.42,
0.386442
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 2628, training loss: 0.39,
0.378003
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 2629, training loss: 0.38,
0.481915
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 2630, training loss: 0.48,
0.405082
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 2631, training loss: 0.41,
0.621096
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 2632, training loss: 0.62,
0.357725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 2633, training loss: 0.36,
0.43847
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 2634, training loss: 0.44,
0.357178
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 2635, training loss: 0.36,
0.472072
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 2636, training loss: 0.47,
0.432827
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 2637, training loss: 0.43,
0.428652
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 2638, training loss: 0.43,
0.397314
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 2639, training loss: 0.40,
0.464915
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 2640, training loss: 0.46,
0.493155
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 2641, training loss: 0.49,
0.399485
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 2642, training loss: 0.40,
0.430686
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2643, training loss: 0.43,
0.401982
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 2644, training loss: 0.40,
0.493066
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 2645, training loss: 0.49,
0.487493
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 2646, training loss: 0.49,
0.399453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2647, training loss: 0.40,
0.471458
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 2648, training loss: 0.47,
0.457692
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 2649, training loss: 0.46,
0.424275
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 2650, training loss: 0.42,
0.489759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 2651, training loss: 0.49,
0.429682
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 2652, training loss: 0.43,
0.452817
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 2653, training loss: 0.45,
0.436701
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2654, training loss: 0.44,
0.490661
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 2655, training loss: 0.49,
0.516527
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.8% 20 way one-shot learning accuracy
iteration 2656, training loss: 0.52,
0.508731
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.2% 20 way one-shot learning accuracy
iteration 2657, training loss: 0.51,
0.449523
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 2658, training loss: 0.45,
0.497446
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 2659, training loss: 0.50,
0.695405
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 2660, training loss: 0.70,
0.637582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 2661, training loss: 0.64,
0.468555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 2662, training loss: 0.47,
0.578108
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 2663, training loss: 0.58,
0.469063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2664, training loss: 0.47,
0.491799
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 2665, training loss: 0.49,
0.606306
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 2666, training loss: 0.61,
0.473188
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 2667, training loss: 0.47,
0.419995
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2668, training loss: 0.42,
0.399761
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2669, training loss: 0.40,
0.576913
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 2670, training loss: 0.58,
0.534532
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 2671, training loss: 0.53,
0.48202
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2672, training loss: 0.48,
0.488677
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 2673, training loss: 0.49,
0.536079
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 2674, training loss: 0.54,
0.399906
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2675, training loss: 0.40,
0.501413
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2676, training loss: 0.50,
0.467876
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 2677, training loss: 0.47,
0.329391
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 2678, training loss: 0.33,
0.375661
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2679, training loss: 0.38,
0.375374
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2680, training loss: 0.38,
0.369574
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2681, training loss: 0.37,
0.39284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.8% 20 way one-shot learning accuracy
iteration 2682, training loss: 0.39,
0.412261
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 2683, training loss: 0.41,
0.418113
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.6% 20 way one-shot learning accuracy
iteration 2684, training loss: 0.42,
0.384037
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 2685, training loss: 0.38,
0.431389
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 2686, training loss: 0.43,
0.379433
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2687, training loss: 0.38,
0.415819
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 2688, training loss: 0.42,
0.373572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.6% 20 way one-shot learning accuracy
iteration 2689, training loss: 0.37,
0.435657
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 2690, training loss: 0.44,
0.384467
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 2691, training loss: 0.38,
0.442019
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.8% 20 way one-shot learning accuracy
iteration 2692, training loss: 0.44,
0.56791
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 2693, training loss: 0.57,
0.470147
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2694, training loss: 0.47,
0.48467
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 2695, training loss: 0.48,
0.441976
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2696, training loss: 0.44,
0.449943
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 2697, training loss: 0.45,
0.476162
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 2698, training loss: 0.48,
0.478445
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 2699, training loss: 0.48,
0.44825
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 2700, training loss: 0.45,
0.34673
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 2701, training loss: 0.35,
0.534498
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 2702, training loss: 0.53,
0.358371
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 2703, training loss: 0.36,
0.509539
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 2704, training loss: 0.51,
0.399485
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2705, training loss: 0.40,
0.519066
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 2706, training loss: 0.52,
0.48481
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 2707, training loss: 0.48,
0.590495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 2708, training loss: 0.59,
0.573145
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 2709, training loss: 0.57,
0.495953
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 2710, training loss: 0.50,
0.344531
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2711, training loss: 0.34,
0.504639
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2712, training loss: 0.50,
0.53441
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 2713, training loss: 0.53,
0.378744
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 2714, training loss: 0.38,
0.499108
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 2715, training loss: 0.50,
0.44715
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 2716, training loss: 0.45,
0.378421
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 2717, training loss: 0.38,
0.550427
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 2718, training loss: 0.55,
0.541598
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2719, training loss: 0.54,
0.413208
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 2720, training loss: 0.41,
0.387869
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 2721, training loss: 0.39,
0.496274
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 2722, training loss: 0.50,
0.460546
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 2723, training loss: 0.46,
0.536252
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 2724, training loss: 0.54,
0.411546
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 2725, training loss: 0.41,
0.442094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 2726, training loss: 0.44,
0.4384
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 2727, training loss: 0.44,
0.401827
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 2728, training loss: 0.40,
0.442933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 2729, training loss: 0.44,
0.479882
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2730, training loss: 0.48,
0.438534
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2731, training loss: 0.44,
0.489006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 2732, training loss: 0.49,
0.424256
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 2733, training loss: 0.42,
0.383629
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 2734, training loss: 0.38,
0.372886
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2735, training loss: 0.37,
0.481316
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 2736, training loss: 0.48,
0.374709
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 2737, training loss: 0.37,
0.414864
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 2738, training loss: 0.41,
0.484114
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 2739, training loss: 0.48,
0.416953
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 2740, training loss: 0.42,
0.505161
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 2741, training loss: 0.51,
0.445198
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2742, training loss: 0.45,
0.455559
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 2743, training loss: 0.46,
0.431714
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 2744, training loss: 0.43,
0.356308
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 2745, training loss: 0.36,
0.345268
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2746, training loss: 0.35,
0.398141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.8% 20 way one-shot learning accuracy
iteration 2747, training loss: 0.40,
0.448473
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 2748, training loss: 0.45,
0.589193
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2749, training loss: 0.59,
0.478296
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2750, training loss: 0.48,
0.376078
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 2751, training loss: 0.38,
0.374543
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.6% 20 way one-shot learning accuracy
iteration 2752, training loss: 0.37,
0.427447
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 2753, training loss: 0.43,
0.377893
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 2754, training loss: 0.38,
0.409412
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 2755, training loss: 0.41,
0.34126
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 2756, training loss: 0.34,
0.527309
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 2757, training loss: 0.53,
0.471435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 2758, training loss: 0.47,
0.643017
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 2759, training loss: 0.64,
0.41176
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 2760, training loss: 0.41,
0.418668
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 2761, training loss: 0.42,
0.45945
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 2762, training loss: 0.46,
0.405648
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 2763, training loss: 0.41,
0.412991
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2764, training loss: 0.41,
0.542201
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 2765, training loss: 0.54,
0.413521
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 2766, training loss: 0.41,
0.417938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 2767, training loss: 0.42,
0.370138
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 2768, training loss: 0.37,
0.374317
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 2769, training loss: 0.37,
0.463048
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 2770, training loss: 0.46,
0.426641
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 2771, training loss: 0.43,
0.475061
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 2772, training loss: 0.48,
0.353879
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 2773, training loss: 0.35,
0.465436
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 2774, training loss: 0.47,
0.594733
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 2775, training loss: 0.59,
0.3716
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 2776, training loss: 0.37,
0.413396
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 2777, training loss: 0.41,
0.368686
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.4% 20 way one-shot learning accuracy
iteration 2778, training loss: 0.37,
0.547316
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 2779, training loss: 0.55,
0.45376
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 2780, training loss: 0.45,
0.330481
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 2781, training loss: 0.33,
0.463381
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 2782, training loss: 0.46,
0.432368
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 2783, training loss: 0.43,
0.382393
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 2784, training loss: 0.38,
0.523901
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2785, training loss: 0.52,
0.323082
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 2786, training loss: 0.32,
0.466566
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 2787, training loss: 0.47,
0.360328
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 2788, training loss: 0.36,
0.45367
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 2789, training loss: 0.45,
0.325837
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 2790, training loss: 0.33,
0.432552
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 2791, training loss: 0.43,
0.45844
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 2792, training loss: 0.46,
0.534647
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 2793, training loss: 0.53,
0.412289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2794, training loss: 0.41,
0.456778
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 2795, training loss: 0.46,
0.434193
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 2796, training loss: 0.43,
0.47601
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2797, training loss: 0.48,
0.412659
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 2798, training loss: 0.41,
0.357867
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2799, training loss: 0.36,
0.423015
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 2800, training loss: 0.42,
0.422072
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 2801, training loss: 0.42,
0.434155
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 2802, training loss: 0.43,
0.406347
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 2803, training loss: 0.41,
0.469122
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 2804, training loss: 0.47,
0.382319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 2805, training loss: 0.38,
0.33131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 2806, training loss: 0.33,
0.324613
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 2807, training loss: 0.32,
0.477158
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 2808, training loss: 0.48,
0.449783
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 2809, training loss: 0.45,
0.439436
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 2810, training loss: 0.44,
0.411327
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 2811, training loss: 0.41,
0.36744
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2812, training loss: 0.37,
0.4023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 2813, training loss: 0.40,
0.345622
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2814, training loss: 0.35,
0.323516
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2815, training loss: 0.32,
0.416051
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2816, training loss: 0.42,
0.427938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 2817, training loss: 0.43,
0.386048
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 2818, training loss: 0.39,
0.38618
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2819, training loss: 0.39,
0.605332
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 2820, training loss: 0.61,
0.389464
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 2821, training loss: 0.39,
0.476467
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 2822, training loss: 0.48,
0.637392
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 2823, training loss: 0.64,
0.371815
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 2824, training loss: 0.37,
0.476528
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2825, training loss: 0.48,
0.421218
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 2826, training loss: 0.42,
0.505082
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2827, training loss: 0.51,
0.496457
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 2828, training loss: 0.50,
0.4299
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2829, training loss: 0.43,
0.595497
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2830, training loss: 0.60,
0.420654
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 2831, training loss: 0.42,
0.402136
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 2832, training loss: 0.40,
0.50808
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 2833, training loss: 0.51,
0.412279
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 2834, training loss: 0.41,
0.352301
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 2835, training loss: 0.35,
0.374963
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2836, training loss: 0.37,
0.504103
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 2837, training loss: 0.50,
0.443666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 2838, training loss: 0.44,
0.450879
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2839, training loss: 0.45,
0.366644
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 2840, training loss: 0.37,
0.517927
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 2841, training loss: 0.52,
0.476304
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 2842, training loss: 0.48,
0.482764
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 2843, training loss: 0.48,
0.454241
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2844, training loss: 0.45,
0.491663
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 2845, training loss: 0.49,
0.361071
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2846, training loss: 0.36,
0.388822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 2847, training loss: 0.39,
0.415483
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 2848, training loss: 0.42,
0.350287
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 2849, training loss: 0.35,
0.355584
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2850, training loss: 0.36,
0.373121
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 2851, training loss: 0.37,
0.435337
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 2852, training loss: 0.44,
0.365711
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 2853, training loss: 0.37,
0.417386
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 2854, training loss: 0.42,
0.371627
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 2855, training loss: 0.37,
0.352171
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.6% 20 way one-shot learning accuracy
iteration 2856, training loss: 0.35,
0.395841
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 2857, training loss: 0.40,
0.48589
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 2858, training loss: 0.49,
0.415835
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 2859, training loss: 0.42,
0.355281
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 2860, training loss: 0.36,
0.656953
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 2861, training loss: 0.66,
0.416148
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 2862, training loss: 0.42,
0.458701
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 2863, training loss: 0.46,
0.364514
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2864, training loss: 0.36,
0.380811
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 2865, training loss: 0.38,
0.515354
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 2866, training loss: 0.52,
0.48765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 2867, training loss: 0.49,
0.400831
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2868, training loss: 0.40,
0.422828
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2869, training loss: 0.42,
0.391775
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 2870, training loss: 0.39,
0.408384
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 2871, training loss: 0.41,
0.391606
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 2872, training loss: 0.39,
0.351682
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2873, training loss: 0.35,
0.353907
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 2874, training loss: 0.35,
0.421207
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 2875, training loss: 0.42,
0.382009
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2876, training loss: 0.38,
0.414332
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 2877, training loss: 0.41,
0.337988
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 2878, training loss: 0.34,
0.412586
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 2879, training loss: 0.41,
0.40802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 2880, training loss: 0.41,
0.337149
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 2881, training loss: 0.34,
0.496865
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 2882, training loss: 0.50,
0.489456
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 2883, training loss: 0.49,
0.661329
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 2884, training loss: 0.66,
0.448628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 2885, training loss: 0.45,
0.37218
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 2886, training loss: 0.37,
0.56487
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 2887, training loss: 0.56,
0.569031
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 2888, training loss: 0.57,
0.321725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 2889, training loss: 0.32,
0.457262
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 2890, training loss: 0.46,
0.480967
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 2891, training loss: 0.48,
0.419753
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 2892, training loss: 0.42,
0.422311
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 2893, training loss: 0.42,
0.474467
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2894, training loss: 0.47,
0.360062
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 2895, training loss: 0.36,
0.593665
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 2896, training loss: 0.59,
0.494111
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 2897, training loss: 0.49,
0.447131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2898, training loss: 0.45,
0.552028
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 2899, training loss: 0.55,
0.507449
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 2900, training loss: 0.51,
0.45647
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2901, training loss: 0.46,
0.494487
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2902, training loss: 0.49,
0.484442
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 2903, training loss: 0.48,
0.403005
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2904, training loss: 0.40,
0.428845
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 2905, training loss: 0.43,
0.505559
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 2906, training loss: 0.51,
0.477452
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 2907, training loss: 0.48,
0.415879
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 2908, training loss: 0.42,
0.457622
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 2909, training loss: 0.46,
0.573393
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2910, training loss: 0.57,
0.357172
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 2911, training loss: 0.36,
0.391272
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 2912, training loss: 0.39,
0.384719
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2913, training loss: 0.38,
0.421755
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2914, training loss: 0.42,
0.39082
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 2915, training loss: 0.39,
0.399358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 2916, training loss: 0.40,
0.351376
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2917, training loss: 0.35,
0.381572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 2918, training loss: 0.38,
0.384135
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 2919, training loss: 0.38,
0.480774
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 2920, training loss: 0.48,
0.385893
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2921, training loss: 0.39,
0.409734
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2922, training loss: 0.41,
0.3417
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 2923, training loss: 0.34,
0.414062
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 2924, training loss: 0.41,
0.560302
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2925, training loss: 0.56,
0.371671
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2926, training loss: 0.37,
0.41833
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 2927, training loss: 0.42,
0.45888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 2928, training loss: 0.46,
0.463194
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 2929, training loss: 0.46,
0.408364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 2930, training loss: 0.41,
0.476734
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 2931, training loss: 0.48,
0.350992
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 2932, training loss: 0.35,
0.500464
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2933, training loss: 0.50,
0.440266
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 2934, training loss: 0.44,
0.379556
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 2935, training loss: 0.38,
0.363888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 2936, training loss: 0.36,
0.464786
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 2937, training loss: 0.46,
0.384546
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 2938, training loss: 0.38,
0.37644
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 2939, training loss: 0.38,
0.432448
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 2940, training loss: 0.43,
0.555431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 2941, training loss: 0.56,
0.482327
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 2942, training loss: 0.48,
0.393604
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2943, training loss: 0.39,
0.372705
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 2944, training loss: 0.37,
0.433151
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 2945, training loss: 0.43,
0.377021
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 2946, training loss: 0.38,
0.405572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 2947, training loss: 0.41,
0.432349
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2948, training loss: 0.43,
0.372586
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 2949, training loss: 0.37,
0.39157
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2950, training loss: 0.39,
0.43077
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2951, training loss: 0.43,
0.382106
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.0% 20 way one-shot learning accuracy
iteration 2952, training loss: 0.38,
0.330479
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2953, training loss: 0.33,
0.332565
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 2954, training loss: 0.33,
0.521402
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 2955, training loss: 0.52,
0.416917
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 2956, training loss: 0.42,
0.403418
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 2957, training loss: 0.40,
0.306245
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 2958, training loss: 0.31,
0.535105
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 2959, training loss: 0.54,
0.341671
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 2960, training loss: 0.34,
0.39694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 2961, training loss: 0.40,
0.337245
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2962, training loss: 0.34,
0.43708
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 2963, training loss: 0.44,
0.374612
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 2964, training loss: 0.37,
0.533142
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 2965, training loss: 0.53,
0.553119
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 2966, training loss: 0.55,
0.328337
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 2967, training loss: 0.33,
0.339704
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 2968, training loss: 0.34,
0.410801
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 2969, training loss: 0.41,
0.479422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 2970, training loss: 0.48,
0.418219
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 2971, training loss: 0.42,
0.342515
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 2972, training loss: 0.34,
0.393288
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2973, training loss: 0.39,
0.420788
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 2974, training loss: 0.42,
0.494821
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 2975, training loss: 0.49,
0.406172
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 2976, training loss: 0.41,
0.532307
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 2977, training loss: 0.53,
0.470917
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 2978, training loss: 0.47,
0.339716
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 2979, training loss: 0.34,
0.428576
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 2980, training loss: 0.43,
0.412887
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2981, training loss: 0.41,
0.366506
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 2982, training loss: 0.37,
0.438823
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 2983, training loss: 0.44,
0.390641
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 2984, training loss: 0.39,
0.45276
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 2985, training loss: 0.45,
0.368582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 2986, training loss: 0.37,
0.338944
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 2987, training loss: 0.34,
0.560274
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 2988, training loss: 0.56,
0.461555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 2989, training loss: 0.46,
0.484806
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 2990, training loss: 0.48,
0.381867
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 2991, training loss: 0.38,
0.613589
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 2992, training loss: 0.61,
0.345289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 2993, training loss: 0.35,
0.371635
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 2994, training loss: 0.37,
0.397261
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 2995, training loss: 0.40,
0.474392
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 2996, training loss: 0.47,
0.412362
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 2997, training loss: 0.41,
0.513378
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 2998, training loss: 0.51,
0.402685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 2999, training loss: 0.40,
0.449009
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 3000, training loss: 0.45,
0.407241
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 3001, training loss: 0.41,
0.447691
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 3002, training loss: 0.45,
0.374353
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3003, training loss: 0.37,
0.365296
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 3004, training loss: 0.37,
0.479267
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 3005, training loss: 0.48,
0.397773
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 3006, training loss: 0.40,
0.389818
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 3007, training loss: 0.39,
0.382388
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 3008, training loss: 0.38,
0.502552
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 3009, training loss: 0.50,
0.367231
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 3010, training loss: 0.37,
0.530188
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 3011, training loss: 0.53,
0.347695
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 3012, training loss: 0.35,
0.311123
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 3013, training loss: 0.31,
0.420127
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 3014, training loss: 0.42,
0.48661
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 3015, training loss: 0.49,
0.457579
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 3016, training loss: 0.46,
0.560012
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 3017, training loss: 0.56,
0.410801
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 3018, training loss: 0.41,
0.460367
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 3019, training loss: 0.46,
0.470884
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3020, training loss: 0.47,
0.388237
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 3021, training loss: 0.39,
0.414596
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 3022, training loss: 0.41,
0.511826
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 3023, training loss: 0.51,
0.355554
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 3024, training loss: 0.36,
0.364856
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 3025, training loss: 0.36,
0.378281
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3026, training loss: 0.38,
0.339699
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 3027, training loss: 0.34,
0.335138
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 3028, training loss: 0.34,
0.384823
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3029, training loss: 0.38,
0.354241
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3030, training loss: 0.35,
0.566856
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3031, training loss: 0.57,
0.403363
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 3032, training loss: 0.40,
0.382331
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 3033, training loss: 0.38,
0.35014
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 3034, training loss: 0.35,
0.344408
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3035, training loss: 0.34,
0.407431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 3036, training loss: 0.41,
0.497069
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 3037, training loss: 0.50,
0.4466
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 3038, training loss: 0.45,
0.351736
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 3039, training loss: 0.35,
0.3498
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 3040, training loss: 0.35,
0.553231
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 3041, training loss: 0.55,
0.378405
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3042, training loss: 0.38,
0.533437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 3043, training loss: 0.53,
0.502581
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 3044, training loss: 0.50,
0.350735
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 3045, training loss: 0.35,
0.380648
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 3046, training loss: 0.38,
0.390521
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 3047, training loss: 0.39,
0.465438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 3048, training loss: 0.47,
0.433204
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 3049, training loss: 0.43,
0.51151
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 3050, training loss: 0.51,
0.419551
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 3051, training loss: 0.42,
0.38671
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 3052, training loss: 0.39,
0.35196
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 3053, training loss: 0.35,
0.513186
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 3054, training loss: 0.51,
0.348178
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3055, training loss: 0.35,
0.464039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3056, training loss: 0.46,
0.438677
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 3057, training loss: 0.44,
0.349618
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 3058, training loss: 0.35,
0.408315
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 3059, training loss: 0.41,
0.376669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 3060, training loss: 0.38,
0.336667
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 3061, training loss: 0.34,
0.395474
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 3062, training loss: 0.40,
0.400063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 3063, training loss: 0.40,
0.381927
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 3064, training loss: 0.38,
0.390859
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 3065, training loss: 0.39,
0.374753
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 3066, training loss: 0.37,
0.506301
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 3067, training loss: 0.51,
0.384505
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 3068, training loss: 0.38,
0.465923
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 3069, training loss: 0.47,
0.370255
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 3070, training loss: 0.37,
0.417988
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 3071, training loss: 0.42,
0.407467
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 3072, training loss: 0.41,
0.362054
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 3073, training loss: 0.36,
0.456958
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 3074, training loss: 0.46,
0.368371
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 3075, training loss: 0.37,
0.357034
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 3076, training loss: 0.36,
0.44336
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 3077, training loss: 0.44,
0.557138
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 3078, training loss: 0.56,
0.528887
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 3079, training loss: 0.53,
0.367888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 3080, training loss: 0.37,
0.698534
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 3081, training loss: 0.70,
0.367693
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3082, training loss: 0.37,
0.539127
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 3083, training loss: 0.54,
0.496445
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3084, training loss: 0.50,
0.397074
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 3085, training loss: 0.40,
0.380709
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 3086, training loss: 0.38,
0.381698
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 3087, training loss: 0.38,
0.437922
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 3088, training loss: 0.44,
0.463675
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 3089, training loss: 0.46,
0.549243
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3090, training loss: 0.55,
0.327762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 3091, training loss: 0.33,
0.363179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 3092, training loss: 0.36,
0.34811
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3093, training loss: 0.35,
0.370196
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 3094, training loss: 0.37,
0.391459
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 3095, training loss: 0.39,
0.452126
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 3096, training loss: 0.45,
0.388069
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 3097, training loss: 0.39,
0.526022
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 3098, training loss: 0.53,
0.439702
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 3099, training loss: 0.44,
0.448333
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.4% 20 way one-shot learning accuracy
iteration 3100, training loss: 0.45,
0.441956
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 3101, training loss: 0.44,
0.365019
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3102, training loss: 0.37,
0.466637
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 3103, training loss: 0.47,
0.338156
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 3104, training loss: 0.34,
0.44158
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 3105, training loss: 0.44,
0.507389
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 3106, training loss: 0.51,
0.424307
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.2% 20 way one-shot learning accuracy
iteration 3107, training loss: 0.42,
0.309165
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 3108, training loss: 0.31,
0.507294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 3109, training loss: 0.51,
0.474774
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 3110, training loss: 0.47,
0.471585
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 3111, training loss: 0.47,
0.362582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 3112, training loss: 0.36,
0.392341
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 3113, training loss: 0.39,
0.465698
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 3114, training loss: 0.47,
0.471453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 3115, training loss: 0.47,
0.442768
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 3116, training loss: 0.44,
0.401096
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 3117, training loss: 0.40,
0.534168
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 3118, training loss: 0.53,
0.391118
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 3119, training loss: 0.39,
0.366476
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 3120, training loss: 0.37,
0.36199
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 3121, training loss: 0.36,
0.463985
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 3122, training loss: 0.46,
0.350165
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 3123, training loss: 0.35,
0.367683
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3124, training loss: 0.37,
0.35112
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 55.2% 20 way one-shot learning accuracy
iteration 3125, training loss: 0.35,
0.309604
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 3126, training loss: 0.31,
0.537245
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3127, training loss: 0.54,
0.438208
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 3128, training loss: 0.44,
0.382454
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 3129, training loss: 0.38,
0.410112
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 3130, training loss: 0.41,
0.475274
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 3131, training loss: 0.48,
0.361635
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3132, training loss: 0.36,
0.607187
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3133, training loss: 0.61,
0.356159
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 3134, training loss: 0.36,
0.475279
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3135, training loss: 0.48,
0.431169
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 3136, training loss: 0.43,
0.411318
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 3137, training loss: 0.41,
0.407711
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 3138, training loss: 0.41,
0.475361
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 3139, training loss: 0.48,
0.323625
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3140, training loss: 0.32,
0.362372
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 3141, training loss: 0.36,
0.358064
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 3142, training loss: 0.36,
0.398178
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 3143, training loss: 0.40,
0.363531
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 3144, training loss: 0.36,
0.442402
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 3145, training loss: 0.44,
0.343031
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 3146, training loss: 0.34,
0.341215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 3147, training loss: 0.34,
0.451826
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 3148, training loss: 0.45,
0.450686
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 3149, training loss: 0.45,
0.502752
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 53.6% 20 way one-shot learning accuracy
iteration 3150, training loss: 0.50,
0.359253
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 3151, training loss: 0.36,
0.398343
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 3152, training loss: 0.40,
0.54021
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 3153, training loss: 0.54,
0.381024
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 3154, training loss: 0.38,
0.355235
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 3155, training loss: 0.36,
0.437767
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 3156, training loss: 0.44,
0.473649
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 3157, training loss: 0.47,
0.484313
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3158, training loss: 0.48,
0.376424
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3159, training loss: 0.38,
0.366773
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 3160, training loss: 0.37,
0.378415
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 3161, training loss: 0.38,
0.534034
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3162, training loss: 0.53,
0.371733
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 3163, training loss: 0.37,
0.530735
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3164, training loss: 0.53,
0.363304
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 3165, training loss: 0.36,
0.422747
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 3166, training loss: 0.42,
0.388802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 3167, training loss: 0.39,
0.685569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 3168, training loss: 0.69,
0.33048
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 3169, training loss: 0.33,
0.376469
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 3170, training loss: 0.38,
0.498813
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3171, training loss: 0.50,
0.341504
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 3172, training loss: 0.34,
0.358765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 3173, training loss: 0.36,
0.376829
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.8% 20 way one-shot learning accuracy
iteration 3174, training loss: 0.38,
0.353643
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 3175, training loss: 0.35,
0.437812
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 3176, training loss: 0.44,
0.415927
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 3177, training loss: 0.42,
0.377603
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 57.6% 20 way one-shot learning accuracy
iteration 3178, training loss: 0.38,
0.527398
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 3179, training loss: 0.53,
0.447649
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.8% 20 way one-shot learning accuracy
iteration 3180, training loss: 0.45,
0.368738
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 3181, training loss: 0.37,
0.375089
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3182, training loss: 0.38,
0.416373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 3183, training loss: 0.42,
0.393839
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 3184, training loss: 0.39,
0.433134
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 3185, training loss: 0.43,
0.634048
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 3186, training loss: 0.63,
0.342723
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 3187, training loss: 0.34,
0.432865
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 3188, training loss: 0.43,
0.440623
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3189, training loss: 0.44,
0.409703
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3190, training loss: 0.41,
0.375988
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 3191, training loss: 0.38,
0.49586
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3192, training loss: 0.50,
0.459316
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 3193, training loss: 0.46,
0.65556
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 3194, training loss: 0.66,
0.360742
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3195, training loss: 0.36,
0.399106
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3196, training loss: 0.40,
0.399351
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3197, training loss: 0.40,
0.340647
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 3198, training loss: 0.34,
0.491918
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 3199, training loss: 0.49,
0.71084
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3200, training loss: 0.71,
0.472608
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 3201, training loss: 0.47,
0.350901
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 3202, training loss: 0.35,
0.360162
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3203, training loss: 0.36,
0.382937
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 3204, training loss: 0.38,
0.326956
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 3205, training loss: 0.33,
0.364448
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3206, training loss: 0.36,
0.384757
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 3207, training loss: 0.38,
0.498698
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3208, training loss: 0.50,
0.320734
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 3209, training loss: 0.32,
0.43225
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 3210, training loss: 0.43,
0.351567
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 3211, training loss: 0.35,
0.451074
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3212, training loss: 0.45,
0.337223
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 3213, training loss: 0.34,
0.346077
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 3214, training loss: 0.35,
0.474089
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 3215, training loss: 0.47,
0.356437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 3216, training loss: 0.36,
0.467113
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3217, training loss: 0.47,
0.393755
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 3218, training loss: 0.39,
0.462662
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3219, training loss: 0.46,
0.374046
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 3220, training loss: 0.37,
0.448069
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3221, training loss: 0.45,
0.465162
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3222, training loss: 0.47,
0.472438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3223, training loss: 0.47,
0.418984
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 3224, training loss: 0.42,
0.347194
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 3225, training loss: 0.35,
0.357137
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3226, training loss: 0.36,
0.356455
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 3227, training loss: 0.36,
0.474422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 3228, training loss: 0.47,
0.348851
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 3229, training loss: 0.35,
0.501363
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 3230, training loss: 0.50,
0.338873
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 3231, training loss: 0.34,
0.362163
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 3232, training loss: 0.36,
0.345488
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 3233, training loss: 0.35,
0.516494
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 3234, training loss: 0.52,
0.33176
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3235, training loss: 0.33,
0.475071
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 3236, training loss: 0.48,
0.398058
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 3237, training loss: 0.40,
0.464765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 3238, training loss: 0.46,
0.350329
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 3239, training loss: 0.35,
0.334843
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 3240, training loss: 0.33,
0.366982
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 3241, training loss: 0.37,
0.32597
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 3242, training loss: 0.33,
0.572906
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3243, training loss: 0.57,
0.372696
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3244, training loss: 0.37,
0.38238
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3245, training loss: 0.38,
0.401375
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 3246, training loss: 0.40,
0.369153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3247, training loss: 0.37,
0.323605
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 3248, training loss: 0.32,
0.442913
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 3249, training loss: 0.44,
0.462619
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3250, training loss: 0.46,
0.362358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3251, training loss: 0.36,
0.465059
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3252, training loss: 0.47,
0.364799
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3253, training loss: 0.36,
0.345477
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3254, training loss: 0.35,
0.508271
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3255, training loss: 0.51,
0.449558
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3256, training loss: 0.45,
0.395302
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 3257, training loss: 0.40,
0.428452
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3258, training loss: 0.43,
0.369481
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 3259, training loss: 0.37,
0.426582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 3260, training loss: 0.43,
0.447119
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 3261, training loss: 0.45,
0.369841
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 3262, training loss: 0.37,
0.428261
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 3263, training loss: 0.43,
0.453034
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 3264, training loss: 0.45,
0.371875
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3265, training loss: 0.37,
0.425607
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3266, training loss: 0.43,
0.293708
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 3267, training loss: 0.29,
0.43657
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 3268, training loss: 0.44,
0.444076
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 3269, training loss: 0.44,
0.435933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3270, training loss: 0.44,
0.382178
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 3271, training loss: 0.38,
0.366603
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 3272, training loss: 0.37,
0.34832
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 3273, training loss: 0.35,
0.281341
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 3274, training loss: 0.28,
0.402568
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 3275, training loss: 0.40,
0.532615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 3276, training loss: 0.53,
0.350555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3277, training loss: 0.35,
0.486979
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 3278, training loss: 0.49,
0.429623
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 3279, training loss: 0.43,
0.31092
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3280, training loss: 0.31,
0.371784
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 3281, training loss: 0.37,
0.441082
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 3282, training loss: 0.44,
0.433044
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 3283, training loss: 0.43,
0.324095
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 3284, training loss: 0.32,
0.343213
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3285, training loss: 0.34,
0.344901
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 3286, training loss: 0.34,
0.348279
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3287, training loss: 0.35,
0.44742
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 3288, training loss: 0.45,
0.325286
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3289, training loss: 0.33,
0.447637
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 3290, training loss: 0.45,
0.348066
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 3291, training loss: 0.35,
0.382925
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 3292, training loss: 0.38,
0.624517
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 3293, training loss: 0.62,
0.611529
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3294, training loss: 0.61,
0.387957
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 3295, training loss: 0.39,
0.302796
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 3296, training loss: 0.30,
0.415916
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 3297, training loss: 0.42,
0.480595
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 3298, training loss: 0.48,
0.541798
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 3299, training loss: 0.54,
0.420634
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3300, training loss: 0.42,
0.351741
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 3301, training loss: 0.35,
0.478473
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 3302, training loss: 0.48,
0.51367
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3303, training loss: 0.51,
0.333152
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 3304, training loss: 0.33,
0.461665
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 3305, training loss: 0.46,
0.429064
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 3306, training loss: 0.43,
0.321081
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 3307, training loss: 0.32,
0.465853
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 3308, training loss: 0.47,
0.362955
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 3309, training loss: 0.36,
0.482638
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 3310, training loss: 0.48,
0.455052
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3311, training loss: 0.46,
0.506156
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 3312, training loss: 0.51,
0.52947
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 3313, training loss: 0.53,
0.345
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3314, training loss: 0.34,
0.428441
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 3315, training loss: 0.43,
0.383678
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 3316, training loss: 0.38,
0.3528
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 3317, training loss: 0.35,
0.477194
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 3318, training loss: 0.48,
0.412483
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3319, training loss: 0.41,
0.429167
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3320, training loss: 0.43,
0.336357
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 3321, training loss: 0.34,
0.383878
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 3322, training loss: 0.38,
0.355925
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 3323, training loss: 0.36,
0.384688
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 3324, training loss: 0.38,
0.41242
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 3325, training loss: 0.41,
0.409238
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 3326, training loss: 0.41,
0.566449
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 3327, training loss: 0.57,
0.396377
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3328, training loss: 0.40,
0.397689
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 3329, training loss: 0.40,
0.424916
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 3330, training loss: 0.42,
0.350451
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 3331, training loss: 0.35,
0.377746
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 3332, training loss: 0.38,
0.343098
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3333, training loss: 0.34,
0.327819
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3334, training loss: 0.33,
0.451751
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 3335, training loss: 0.45,
0.337026
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3336, training loss: 0.34,
0.385191
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3337, training loss: 0.39,
0.370775
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 3338, training loss: 0.37,
0.302841
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 3339, training loss: 0.30,
0.341052
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 3340, training loss: 0.34,
0.354163
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 3341, training loss: 0.35,
0.474912
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3342, training loss: 0.47,
0.607468
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 3343, training loss: 0.61,
0.464807
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 3344, training loss: 0.46,
0.524891
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 3345, training loss: 0.52,
0.341157
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 3346, training loss: 0.34,
0.388736
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3347, training loss: 0.39,
0.446606
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 3348, training loss: 0.45,
0.343407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 3349, training loss: 0.34,
0.443561
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 3350, training loss: 0.44,
0.337424
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 3351, training loss: 0.34,
0.345493
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 3352, training loss: 0.35,
0.370485
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 3353, training loss: 0.37,
0.360353
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 3354, training loss: 0.36,
0.387186
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 3355, training loss: 0.39,
0.396578
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 3356, training loss: 0.40,
0.34381
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 3357, training loss: 0.34,
0.397039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 3358, training loss: 0.40,
0.460961
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3359, training loss: 0.46,
0.346086
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 3360, training loss: 0.35,
0.373051
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 3361, training loss: 0.37,
0.368895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 3362, training loss: 0.37,
0.289293
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 3363, training loss: 0.29,
0.339643
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3364, training loss: 0.34,
0.322934
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 3365, training loss: 0.32,
0.482046
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 3366, training loss: 0.48,
0.365726
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 3367, training loss: 0.37,
0.449897
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 3368, training loss: 0.45,
0.35069
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 3369, training loss: 0.35,
0.434558
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3370, training loss: 0.43,
0.415417
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 3371, training loss: 0.42,
0.438863
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3372, training loss: 0.44,
0.483782
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 3373, training loss: 0.48,
0.425077
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3374, training loss: 0.43,
0.343164
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3375, training loss: 0.34,
0.579106
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3376, training loss: 0.58,
0.352102
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 3377, training loss: 0.35,
0.281671
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 3378, training loss: 0.28,
0.370555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3379, training loss: 0.37,
0.441349
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 3380, training loss: 0.44,
0.380108
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3381, training loss: 0.38,
0.357856
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3382, training loss: 0.36,
0.323431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 3383, training loss: 0.32,
0.383952
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 3384, training loss: 0.38,
0.372232
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 3385, training loss: 0.37,
0.281278
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 3386, training loss: 0.28,
0.349235
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 3387, training loss: 0.35,
0.51272
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 3388, training loss: 0.51,
0.332287
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3389, training loss: 0.33,
0.426425
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 3390, training loss: 0.43,
0.340529
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 3391, training loss: 0.34,
0.407784
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3392, training loss: 0.41,
0.535819
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 3393, training loss: 0.54,
0.355373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 3394, training loss: 0.36,
0.286759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 3395, training loss: 0.29,
0.308018
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 3396, training loss: 0.31,
0.380491
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3397, training loss: 0.38,
0.527012
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 3398, training loss: 0.53,
0.41239
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 3399, training loss: 0.41,
0.48579
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3400, training loss: 0.49,
0.311592
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 3401, training loss: 0.31,
0.407524
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 3402, training loss: 0.41,
0.377294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3403, training loss: 0.38,
0.325754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 3404, training loss: 0.33,
0.44036
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3405, training loss: 0.44,
0.431833
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 3406, training loss: 0.43,
0.457401
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 3407, training loss: 0.46,
0.393895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 3408, training loss: 0.39,
0.439907
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3409, training loss: 0.44,
0.556341
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 3410, training loss: 0.56,
0.340503
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3411, training loss: 0.34,
0.373397
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 3412, training loss: 0.37,
0.327402
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 3413, training loss: 0.33,
0.337581
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 3414, training loss: 0.34,
0.41741
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 3415, training loss: 0.42,
0.33959
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3416, training loss: 0.34,
0.428976
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3417, training loss: 0.43,
0.454371
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 3418, training loss: 0.45,
0.461829
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3419, training loss: 0.46,
0.346606
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 3420, training loss: 0.35,
0.525666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3421, training loss: 0.53,
0.41052
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3422, training loss: 0.41,
0.351421
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 3423, training loss: 0.35,
0.522161
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 3424, training loss: 0.52,
0.408454
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 3425, training loss: 0.41,
0.372204
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3426, training loss: 0.37,
0.517125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 3427, training loss: 0.52,
0.366552
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 3428, training loss: 0.37,
0.324893
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3429, training loss: 0.32,
0.394243
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 3430, training loss: 0.39,
0.375452
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 3431, training loss: 0.38,
0.380703
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 3432, training loss: 0.38,
0.49189
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 3433, training loss: 0.49,
0.357983
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 3434, training loss: 0.36,
0.297168
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 3435, training loss: 0.30,
0.418661
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 3436, training loss: 0.42,
0.488908
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 3437, training loss: 0.49,
0.411339
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3438, training loss: 0.41,
0.349728
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 3439, training loss: 0.35,
0.431718
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 3440, training loss: 0.43,
0.346778
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 3441, training loss: 0.35,
0.434413
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 3442, training loss: 0.43,
0.367857
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 3443, training loss: 0.37,
0.421971
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 3444, training loss: 0.42,
0.419918
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 3445, training loss: 0.42,
0.526592
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 3446, training loss: 0.53,
0.382708
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 3447, training loss: 0.38,
0.360058
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3448, training loss: 0.36,
0.470089
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 3449, training loss: 0.47,
0.326706
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3450, training loss: 0.33,
0.405383
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 3451, training loss: 0.41,
0.38713
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 3452, training loss: 0.39,
0.294505
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 3453, training loss: 0.29,
0.598574
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 3454, training loss: 0.60,
0.401653
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3455, training loss: 0.40,
0.336491
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 3456, training loss: 0.34,
0.402066
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 3457, training loss: 0.40,
0.348974
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 3458, training loss: 0.35,
0.4044
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3459, training loss: 0.40,
0.356584
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 3460, training loss: 0.36,
0.35423
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 3461, training loss: 0.35,
0.334282
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 3462, training loss: 0.33,
0.347423
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 3463, training loss: 0.35,
0.456317
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 3464, training loss: 0.46,
0.401096
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 3465, training loss: 0.40,
0.387299
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 3466, training loss: 0.39,
0.463529
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 3467, training loss: 0.46,
0.371912
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 3468, training loss: 0.37,
0.318162
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 3469, training loss: 0.32,
0.323827
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 3470, training loss: 0.32,
0.40666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 3471, training loss: 0.41,
0.419486
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 3472, training loss: 0.42,
0.325157
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 3473, training loss: 0.33,
0.359872
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 3474, training loss: 0.36,
0.392109
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 3475, training loss: 0.39,
0.290944
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 3476, training loss: 0.29,
0.387918
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3477, training loss: 0.39,
0.408199
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 3478, training loss: 0.41,
0.303033
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 3479, training loss: 0.30,
0.378676
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3480, training loss: 0.38,
0.412847
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3481, training loss: 0.41,
0.337023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3482, training loss: 0.34,
0.395489
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 3483, training loss: 0.40,
0.370157
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 3484, training loss: 0.37,
0.434791
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 3485, training loss: 0.43,
0.303594
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3486, training loss: 0.30,
0.423317
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3487, training loss: 0.42,
0.392897
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 3488, training loss: 0.39,
0.431705
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 3489, training loss: 0.43,
0.296341
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 3490, training loss: 0.30,
0.43651
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 3491, training loss: 0.44,
0.436095
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3492, training loss: 0.44,
0.37308
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 3493, training loss: 0.37,
0.390348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 3494, training loss: 0.39,
0.363416
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 3495, training loss: 0.36,
0.421419
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 3496, training loss: 0.42,
0.40068
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 3497, training loss: 0.40,
0.375812
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3498, training loss: 0.38,
0.299784
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 3499, training loss: 0.30,
0.35295
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 3500, training loss: 0.35,
0.426286
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3501, training loss: 0.43,
0.322813
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 3502, training loss: 0.32,
0.301751
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3503, training loss: 0.30,
0.428595
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3504, training loss: 0.43,
0.354785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 3505, training loss: 0.35,
0.494436
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3506, training loss: 0.49,
0.440325
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3507, training loss: 0.44,
0.430897
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3508, training loss: 0.43,
0.302682
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 3509, training loss: 0.30,
0.409775
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3510, training loss: 0.41,
0.331063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 3511, training loss: 0.33,
0.377754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 3512, training loss: 0.38,
0.500039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 3513, training loss: 0.50,
0.322759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3514, training loss: 0.32,
0.525478
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3515, training loss: 0.53,
0.348309
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 3516, training loss: 0.35,
0.309369
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3517, training loss: 0.31,
0.29647
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 3518, training loss: 0.30,
0.378988
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 3519, training loss: 0.38,
0.453794
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 3520, training loss: 0.45,
0.428309
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 3521, training loss: 0.43,
0.371306
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 3522, training loss: 0.37,
0.324765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 3523, training loss: 0.32,
0.311781
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3524, training loss: 0.31,
0.383249
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 3525, training loss: 0.38,
0.489578
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 3526, training loss: 0.49,
0.361729
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 3527, training loss: 0.36,
0.425146
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3528, training loss: 0.43,
0.444904
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 3529, training loss: 0.44,
0.485933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3530, training loss: 0.49,
0.406988
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 3531, training loss: 0.41,
0.335269
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 3532, training loss: 0.34,
0.444309
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 3533, training loss: 0.44,
0.347197
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 3534, training loss: 0.35,
0.346802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 3535, training loss: 0.35,
0.336106
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 3536, training loss: 0.34,
0.411092
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 3537, training loss: 0.41,
0.29992
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 3538, training loss: 0.30,
0.366555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 3539, training loss: 0.37,
0.302684
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 3540, training loss: 0.30,
0.303183
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 3541, training loss: 0.30,
0.330109
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 3542, training loss: 0.33,
0.483021
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 3543, training loss: 0.48,
0.301175
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3544, training loss: 0.30,
0.301447
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3545, training loss: 0.30,
0.335611
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3546, training loss: 0.34,
0.410267
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 3547, training loss: 0.41,
0.430104
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3548, training loss: 0.43,
0.382547
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 3549, training loss: 0.38,
0.380465
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3550, training loss: 0.38,
0.40357
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 3551, training loss: 0.40,
0.476806
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 3552, training loss: 0.48,
0.382512
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 3553, training loss: 0.38,
0.31057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3554, training loss: 0.31,
0.377518
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 3555, training loss: 0.38,
0.334463
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 3556, training loss: 0.33,
0.364218
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 3557, training loss: 0.36,
0.347902
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3558, training loss: 0.35,
0.305179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 3559, training loss: 0.31,
0.300087
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 3560, training loss: 0.30,
0.379653
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3561, training loss: 0.38,
0.387437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3562, training loss: 0.39,
0.350683
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 3563, training loss: 0.35,
0.338503
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3564, training loss: 0.34,
0.32413
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 3565, training loss: 0.32,
0.426787
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 3566, training loss: 0.43,
0.330873
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 3567, training loss: 0.33,
0.336117
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 3568, training loss: 0.34,
0.379022
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3569, training loss: 0.38,
0.461574
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 3570, training loss: 0.46,
0.474458
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3571, training loss: 0.47,
0.332751
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 3572, training loss: 0.33,
0.298262
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 3573, training loss: 0.30,
0.446727
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 3574, training loss: 0.45,
0.401663
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 3575, training loss: 0.40,
0.347341
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 3576, training loss: 0.35,
0.307386
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 3577, training loss: 0.31,
0.380468
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3578, training loss: 0.38,
0.539425
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3579, training loss: 0.54,
0.4188
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3580, training loss: 0.42,
0.28543
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3581, training loss: 0.29,
0.357385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 3582, training loss: 0.36,
0.445596
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 3583, training loss: 0.45,
0.336279
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3584, training loss: 0.34,
0.529106
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 3585, training loss: 0.53,
0.382603
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 3586, training loss: 0.38,
0.43061
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3587, training loss: 0.43,
0.300017
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3588, training loss: 0.30,
0.316884
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3589, training loss: 0.32,
0.369179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3590, training loss: 0.37,
0.506931
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 3591, training loss: 0.51,
0.311894
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3592, training loss: 0.31,
0.464356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 3593, training loss: 0.46,
0.366558
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 3594, training loss: 0.37,
0.343493
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 3595, training loss: 0.34,
0.3081
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 3596, training loss: 0.31,
0.385996
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 3597, training loss: 0.39,
0.416066
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 3598, training loss: 0.42,
0.365235
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 3599, training loss: 0.37,
0.323898
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 3600, training loss: 0.32,
0.310616
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 3601, training loss: 0.31,
0.318406
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 3602, training loss: 0.32,
0.395856
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 3603, training loss: 0.40,
0.337133
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 3604, training loss: 0.34,
0.282375
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 54.8% 20 way one-shot learning accuracy
iteration 3605, training loss: 0.28,
0.32461
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.4% 20 way one-shot learning accuracy
iteration 3606, training loss: 0.32,
0.427948
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 3607, training loss: 0.43,
0.325388
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3608, training loss: 0.33,
0.400215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 3609, training loss: 0.40,
0.315954
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 56.8% 20 way one-shot learning accuracy
iteration 3610, training loss: 0.32,
0.324745
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 3611, training loss: 0.32,
0.385577
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 3612, training loss: 0.39,
0.511856
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3613, training loss: 0.51,
0.443371
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 3614, training loss: 0.44,
0.431362
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 3615, training loss: 0.43,
0.321128
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 3616, training loss: 0.32,
0.367812
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 3617, training loss: 0.37,
0.407685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3618, training loss: 0.41,
0.442493
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3619, training loss: 0.44,
0.450179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 3620, training loss: 0.45,
0.328575
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 3621, training loss: 0.33,
0.34114
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 3622, training loss: 0.34,
0.531352
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3623, training loss: 0.53,
0.411234
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 3624, training loss: 0.41,
0.303078
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 3625, training loss: 0.30,
0.424748
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3626, training loss: 0.42,
0.469019
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 3627, training loss: 0.47,
0.550585
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 3628, training loss: 0.55,
0.482782
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 3629, training loss: 0.48,
0.423972
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3630, training loss: 0.42,
0.360063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 3631, training loss: 0.36,
0.379176
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3632, training loss: 0.38,
0.285588
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3633, training loss: 0.29,
0.335226
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 3634, training loss: 0.34,
0.370142
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 3635, training loss: 0.37,
0.353158
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 3636, training loss: 0.35,
0.455619
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 3637, training loss: 0.46,
0.3476
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 3638, training loss: 0.35,
0.357026
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3639, training loss: 0.36,
0.356565
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3640, training loss: 0.36,
0.343005
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 3641, training loss: 0.34,
0.447354
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 3642, training loss: 0.45,
0.389239
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 3643, training loss: 0.39,
0.354731
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 3644, training loss: 0.35,
0.452002
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 3645, training loss: 0.45,
0.417626
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3646, training loss: 0.42,
0.322471
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 3647, training loss: 0.32,
0.288015
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3648, training loss: 0.29,
0.366556
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 3649, training loss: 0.37,
0.397708
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3650, training loss: 0.40,
0.395895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 3651, training loss: 0.40,
0.334392
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 3652, training loss: 0.33,
0.386559
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 3653, training loss: 0.39,
0.302352
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3654, training loss: 0.30,
0.432612
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 3655, training loss: 0.43,
0.410862
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 3656, training loss: 0.41,
0.457738
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3657, training loss: 0.46,
0.406894
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 3658, training loss: 0.41,
0.341987
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 3659, training loss: 0.34,
0.426942
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3660, training loss: 0.43,
0.401123
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 3661, training loss: 0.40,
0.289121
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3662, training loss: 0.29,
0.373841
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 3663, training loss: 0.37,
0.325405
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 3664, training loss: 0.33,
0.414124
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3665, training loss: 0.41,
0.323552
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 3666, training loss: 0.32,
0.421159
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3667, training loss: 0.42,
0.360138
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 3668, training loss: 0.36,
0.452785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 3669, training loss: 0.45,
0.593012
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 3670, training loss: 0.59,
0.374224
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 3671, training loss: 0.37,
0.341727
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 3672, training loss: 0.34,
0.30746
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 3673, training loss: 0.31,
0.315756
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3674, training loss: 0.32,
0.307671
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3675, training loss: 0.31,
0.479824
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3676, training loss: 0.48,
0.336801
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3677, training loss: 0.34,
0.352052
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 3678, training loss: 0.35,
0.376077
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 3679, training loss: 0.38,
0.427473
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3680, training loss: 0.43,
0.411297
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 3681, training loss: 0.41,
0.36263
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 3682, training loss: 0.36,
0.374111
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 3683, training loss: 0.37,
0.52705
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 3684, training loss: 0.53,
0.257454
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 3685, training loss: 0.26,
0.340728
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 3686, training loss: 0.34,
0.395881
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 3687, training loss: 0.40,
0.439803
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 3688, training loss: 0.44,
0.446762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3689, training loss: 0.45,
0.42541
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3690, training loss: 0.43,
0.522822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 3691, training loss: 0.52,
0.318852
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 3692, training loss: 0.32,
0.351752
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3693, training loss: 0.35,
0.3714
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 3694, training loss: 0.37,
0.339597
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 3695, training loss: 0.34,
0.425077
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 3696, training loss: 0.43,
0.288872
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 3697, training loss: 0.29,
0.34407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 3698, training loss: 0.34,
0.446402
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3699, training loss: 0.45,
0.311231
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3700, training loss: 0.31,
0.327923
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3701, training loss: 0.33,
0.333315
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3702, training loss: 0.33,
0.350213
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 3703, training loss: 0.35,
0.449809
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 3704, training loss: 0.45,
0.428568
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 3705, training loss: 0.43,
0.37239
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3706, training loss: 0.37,
0.454519
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 3707, training loss: 0.45,
0.373931
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3708, training loss: 0.37,
0.350627
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 3709, training loss: 0.35,
0.314026
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3710, training loss: 0.31,
0.399485
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 3711, training loss: 0.40,
0.335492
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 3712, training loss: 0.34,
0.350759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3713, training loss: 0.35,
0.460574
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 3714, training loss: 0.46,
0.422255
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 3715, training loss: 0.42,
0.295228
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3716, training loss: 0.30,
0.394684
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3717, training loss: 0.39,
0.346187
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 3718, training loss: 0.35,
0.372993
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 3719, training loss: 0.37,
0.429296
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 3720, training loss: 0.43,
0.514291
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 3721, training loss: 0.51,
0.347577
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 3722, training loss: 0.35,
0.305788
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 3723, training loss: 0.31,
0.282809
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 3724, training loss: 0.28,
0.371827
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 3725, training loss: 0.37,
0.318876
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 3726, training loss: 0.32,
0.448988
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 3727, training loss: 0.45,
0.309878
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 3728, training loss: 0.31,
0.308316
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 3729, training loss: 0.31,
0.440741
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3730, training loss: 0.44,
0.536715
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 3731, training loss: 0.54,
0.358563
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3732, training loss: 0.36,
0.444824
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3733, training loss: 0.44,
0.301673
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3734, training loss: 0.30,
0.330233
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 3735, training loss: 0.33,
0.436355
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 3736, training loss: 0.44,
0.312725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 3737, training loss: 0.31,
0.301591
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3738, training loss: 0.30,
0.343738
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3739, training loss: 0.34,
0.365415
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 3740, training loss: 0.37,
0.29951
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 3741, training loss: 0.30,
0.462795
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 3742, training loss: 0.46,
0.286744
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 3743, training loss: 0.29,
0.360264
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 3744, training loss: 0.36,
0.356629
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3745, training loss: 0.36,
0.332859
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3746, training loss: 0.33,
0.430216
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 3747, training loss: 0.43,
0.322235
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 3748, training loss: 0.32,
0.431372
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3749, training loss: 0.43,
0.370982
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3750, training loss: 0.37,
0.311846
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3751, training loss: 0.31,
0.30277
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 3752, training loss: 0.30,
0.332379
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3753, training loss: 0.33,
0.343896
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 3754, training loss: 0.34,
0.367674
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3755, training loss: 0.37,
0.345526
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 3756, training loss: 0.35,
0.427361
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3757, training loss: 0.43,
0.347064
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 3758, training loss: 0.35,
0.307505
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 3759, training loss: 0.31,
0.401698
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 3760, training loss: 0.40,
0.386344
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 3761, training loss: 0.39,
0.450108
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3762, training loss: 0.45,
0.370604
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3763, training loss: 0.37,
0.369624
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 3764, training loss: 0.37,
0.305321
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 3765, training loss: 0.31,
0.410054
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3766, training loss: 0.41,
0.308676
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3767, training loss: 0.31,
0.406075
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 3768, training loss: 0.41,
0.376013
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3769, training loss: 0.38,
0.3111
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 3770, training loss: 0.31,
0.315569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 3771, training loss: 0.32,
0.327862
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 3772, training loss: 0.33,
0.41694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 3773, training loss: 0.42,
0.379332
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 3774, training loss: 0.38,
0.327579
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 3775, training loss: 0.33,
0.375205
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3776, training loss: 0.38,
0.408936
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 3777, training loss: 0.41,
0.327927
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 3778, training loss: 0.33,
0.387926
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3779, training loss: 0.39,
0.501964
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 3780, training loss: 0.50,
0.402634
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 3781, training loss: 0.40,
0.403631
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 3782, training loss: 0.40,
0.278502
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3783, training loss: 0.28,
0.448994
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 3784, training loss: 0.45,
0.395697
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3785, training loss: 0.40,
0.37305
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 3786, training loss: 0.37,
0.322769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 3787, training loss: 0.32,
0.383539
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3788, training loss: 0.38,
0.392369
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3789, training loss: 0.39,
0.303746
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3790, training loss: 0.30,
0.31564
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 3791, training loss: 0.32,
0.343165
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3792, training loss: 0.34,
0.338903
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3793, training loss: 0.34,
0.404655
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 3794, training loss: 0.40,
0.289568
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 3795, training loss: 0.29,
0.286943
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 3796, training loss: 0.29,
0.375228
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3797, training loss: 0.38,
0.349387
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3798, training loss: 0.35,
0.417132
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 3799, training loss: 0.42,
0.319461
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 3800, training loss: 0.32,
0.3073
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 3801, training loss: 0.31,
0.414829
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.2% 20 way one-shot learning accuracy
iteration 3802, training loss: 0.41,
0.360211
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 3803, training loss: 0.36,
0.369806
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3804, training loss: 0.37,
0.42692
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.8% 20 way one-shot learning accuracy
iteration 3805, training loss: 0.43,
0.556579
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 3806, training loss: 0.56,
0.393569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3807, training loss: 0.39,
0.296891
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 3808, training loss: 0.30,
0.348121
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 3809, training loss: 0.35,
0.338589
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 3810, training loss: 0.34,
0.469989
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 3811, training loss: 0.47,
0.370232
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 3812, training loss: 0.37,
0.375772
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 3813, training loss: 0.38,
0.361762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 3814, training loss: 0.36,
0.327289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 3815, training loss: 0.33,
0.421887
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 3816, training loss: 0.42,
0.40098
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 3817, training loss: 0.40,
0.344233
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 3818, training loss: 0.34,
0.4656
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 3819, training loss: 0.47,
0.344519
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 3820, training loss: 0.34,
0.380832
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 3821, training loss: 0.38,
0.477147
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 3822, training loss: 0.48,
0.371389
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 3823, training loss: 0.37,
0.36304
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3824, training loss: 0.36,
0.435564
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3825, training loss: 0.44,
0.400792
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3826, training loss: 0.40,
0.28476
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 3827, training loss: 0.28,
0.267698
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 3828, training loss: 0.27,
0.326328
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3829, training loss: 0.33,
0.400537
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3830, training loss: 0.40,
0.324037
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 3831, training loss: 0.32,
0.286399
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3832, training loss: 0.29,
0.436153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 3833, training loss: 0.44,
0.335767
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3834, training loss: 0.34,
0.3535
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 3835, training loss: 0.35,
0.390364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 3836, training loss: 0.39,
0.438005
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3837, training loss: 0.44,
0.505999
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 3838, training loss: 0.51,
0.504421
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 3839, training loss: 0.50,
0.288441
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 3840, training loss: 0.29,
0.288375
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 3841, training loss: 0.29,
0.332282
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 3842, training loss: 0.33,
0.288613
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3843, training loss: 0.29,
0.366812
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 3844, training loss: 0.37,
0.268194
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3845, training loss: 0.27,
0.376156
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3846, training loss: 0.38,
0.332924
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 3847, training loss: 0.33,
0.318489
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3848, training loss: 0.32,
0.330332
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 3849, training loss: 0.33,
0.322342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 3850, training loss: 0.32,
0.341732
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 3851, training loss: 0.34,
0.540149
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3852, training loss: 0.54,
0.374175
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3853, training loss: 0.37,
0.4398
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 3854, training loss: 0.44,
0.357557
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3855, training loss: 0.36,
0.376163
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 3856, training loss: 0.38,
0.394009
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3857, training loss: 0.39,
0.339271
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 3858, training loss: 0.34,
0.341744
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 3859, training loss: 0.34,
0.375408
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 3860, training loss: 0.38,
0.323291
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 3861, training loss: 0.32,
0.547986
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 3862, training loss: 0.55,
0.36305
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 3863, training loss: 0.36,
0.348846
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3864, training loss: 0.35,
0.395715
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 3865, training loss: 0.40,
0.357889
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 3866, training loss: 0.36,
0.477759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 3867, training loss: 0.48,
0.368105
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3868, training loss: 0.37,
0.435888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 3869, training loss: 0.44,
0.277477
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3870, training loss: 0.28,
0.412329
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 3871, training loss: 0.41,
0.440749
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3872, training loss: 0.44,
0.379714
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3873, training loss: 0.38,
0.378005
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 3874, training loss: 0.38,
0.427577
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 3875, training loss: 0.43,
0.351738
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 3876, training loss: 0.35,
0.384157
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 3877, training loss: 0.38,
0.315199
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3878, training loss: 0.32,
0.444724
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3879, training loss: 0.44,
0.32316
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3880, training loss: 0.32,
0.537383
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 3881, training loss: 0.54,
0.362775
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 3882, training loss: 0.36,
0.334056
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3883, training loss: 0.33,
0.340843
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 3884, training loss: 0.34,
0.396037
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3885, training loss: 0.40,
0.529478
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3886, training loss: 0.53,
0.332281
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3887, training loss: 0.33,
0.293659
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 3888, training loss: 0.29,
0.321694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 3889, training loss: 0.32,
0.275077
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 3890, training loss: 0.28,
0.366447
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3891, training loss: 0.37,
0.446386
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 3892, training loss: 0.45,
0.283631
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3893, training loss: 0.28,
0.412406
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3894, training loss: 0.41,
0.275203
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 3895, training loss: 0.28,
0.297608
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3896, training loss: 0.30,
0.31863
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3897, training loss: 0.32,
0.361237
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3898, training loss: 0.36,
0.412623
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3899, training loss: 0.41,
0.376565
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 3900, training loss: 0.38,
0.380866
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 3901, training loss: 0.38,
0.29684
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 3902, training loss: 0.30,
0.445775
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 3903, training loss: 0.45,
0.356303
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 3904, training loss: 0.36,
0.359823
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 3905, training loss: 0.36,
0.26865
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 3906, training loss: 0.27,
0.33581
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 3907, training loss: 0.34,
0.410137
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 3908, training loss: 0.41,
0.298146
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 3909, training loss: 0.30,
0.289319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 3910, training loss: 0.29,
0.273277
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 3911, training loss: 0.27,
0.302481
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 3912, training loss: 0.30,
0.537007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3913, training loss: 0.54,
0.495087
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 3914, training loss: 0.50,
0.306641
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 3915, training loss: 0.31,
0.324965
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 3916, training loss: 0.32,
0.317846
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 3917, training loss: 0.32,
0.412689
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3918, training loss: 0.41,
0.302477
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 3919, training loss: 0.30,
0.414216
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 3920, training loss: 0.41,
0.29394
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 3921, training loss: 0.29,
0.424058
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 3922, training loss: 0.42,
0.349566
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 3923, training loss: 0.35,
0.370288
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 3924, training loss: 0.37,
0.478242
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 3925, training loss: 0.48,
0.288035
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3926, training loss: 0.29,
0.332698
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 3927, training loss: 0.33,
0.317024
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3928, training loss: 0.32,
0.38638
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 3929, training loss: 0.39,
0.386491
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 3930, training loss: 0.39,
0.446528
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3931, training loss: 0.45,
0.313585
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3932, training loss: 0.31,
0.391233
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 3933, training loss: 0.39,
0.29118
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3934, training loss: 0.29,
0.37822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3935, training loss: 0.38,
0.471287
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 3936, training loss: 0.47,
0.406758
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3937, training loss: 0.41,
0.373562
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 3938, training loss: 0.37,
0.295926
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 3939, training loss: 0.30,
0.319171
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 3940, training loss: 0.32,
0.292665
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 3941, training loss: 0.29,
0.350878
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 3942, training loss: 0.35,
0.711141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 3943, training loss: 0.71,
0.309034
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 3944, training loss: 0.31,
0.317132
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 3945, training loss: 0.32,
0.372183
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3946, training loss: 0.37,
0.32256
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 3947, training loss: 0.32,
0.3112
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 3948, training loss: 0.31,
0.357052
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3949, training loss: 0.36,
0.327882
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3950, training loss: 0.33,
0.427264
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3951, training loss: 0.43,
0.360156
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 3952, training loss: 0.36,
0.289077
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 3953, training loss: 0.29,
0.362502
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 3954, training loss: 0.36,
0.291472
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 3955, training loss: 0.29,
0.388031
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 3956, training loss: 0.39,
0.406168
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 3957, training loss: 0.41,
0.375881
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 3958, training loss: 0.38,
0.36054
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 3959, training loss: 0.36,
0.259071
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 3960, training loss: 0.26,
0.400737
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 3961, training loss: 0.40,
0.384875
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 3962, training loss: 0.38,
0.315098
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3963, training loss: 0.32,
0.434555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 3964, training loss: 0.43,
0.380582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 3965, training loss: 0.38,
0.331388
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 3966, training loss: 0.33,
0.486014
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 3967, training loss: 0.49,
0.301301
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3968, training loss: 0.30,
0.363283
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3969, training loss: 0.36,
0.340814
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 3970, training loss: 0.34,
0.459134
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 3971, training loss: 0.46,
0.296004
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 3972, training loss: 0.30,
0.322144
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3973, training loss: 0.32,
0.312605
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 3974, training loss: 0.31,
0.318803
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 3975, training loss: 0.32,
0.300906
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 3976, training loss: 0.30,
0.306335
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 3977, training loss: 0.31,
0.378444
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 3978, training loss: 0.38,
0.319526
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 3979, training loss: 0.32,
0.383151
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 3980, training loss: 0.38,
0.333637
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 3981, training loss: 0.33,
0.407375
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 3982, training loss: 0.41,
0.291009
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 3983, training loss: 0.29,
0.386284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 3984, training loss: 0.39,
0.3393
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 3985, training loss: 0.34,
0.400715
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 3986, training loss: 0.40,
0.388399
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3987, training loss: 0.39,
0.306853
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 3988, training loss: 0.31,
0.318006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3989, training loss: 0.32,
0.27767
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 3990, training loss: 0.28,
0.349177
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3991, training loss: 0.35,
0.289618
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.0% 20 way one-shot learning accuracy
iteration 3992, training loss: 0.29,
0.361327
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 3993, training loss: 0.36,
0.361916
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3994, training loss: 0.36,
0.387188
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 3995, training loss: 0.39,
0.410992
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 3996, training loss: 0.41,
0.31287
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 3997, training loss: 0.31,
0.306356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 3998, training loss: 0.31,
0.341814
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 3999, training loss: 0.34,
0.400561
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 4000, training loss: 0.40,
0.32417
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 4001, training loss: 0.32,
0.323131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 4002, training loss: 0.32,
0.360026
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 4003, training loss: 0.36,
0.356007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 4004, training loss: 0.36,
0.321313
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4005, training loss: 0.32,
0.35114
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4006, training loss: 0.35,
0.294193
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4007, training loss: 0.29,
0.317534
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4008, training loss: 0.32,
0.327992
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 4009, training loss: 0.33,
0.347902
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 4010, training loss: 0.35,
0.271881
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 4011, training loss: 0.27,
0.323492
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 4012, training loss: 0.32,
0.376544
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 4013, training loss: 0.38,
0.350102
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4014, training loss: 0.35,
0.318406
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 4015, training loss: 0.32,
0.287505
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 4016, training loss: 0.29,
0.340588
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 4017, training loss: 0.34,
0.303326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4018, training loss: 0.30,
0.303991
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4019, training loss: 0.30,
0.343123
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 4020, training loss: 0.34,
0.308244
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 4021, training loss: 0.31,
0.452018
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4022, training loss: 0.45,
0.270491
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 4023, training loss: 0.27,
0.436076
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 4024, training loss: 0.44,
0.349662
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4025, training loss: 0.35,
0.45836
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 4026, training loss: 0.46,
0.458197
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 4027, training loss: 0.46,
0.262379
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 4028, training loss: 0.26,
0.296424
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4029, training loss: 0.30,
0.342893
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 4030, training loss: 0.34,
0.369735
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 4031, training loss: 0.37,
0.338857
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 4032, training loss: 0.34,
0.454928
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4033, training loss: 0.45,
0.319878
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4034, training loss: 0.32,
0.358924
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 4035, training loss: 0.36,
0.322045
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 4036, training loss: 0.32,
0.250374
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 4037, training loss: 0.25,
0.321196
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 4038, training loss: 0.32,
0.333869
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 4039, training loss: 0.33,
0.465658
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 4040, training loss: 0.47,
0.363254
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 4041, training loss: 0.36,
0.374573
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 4042, training loss: 0.37,
0.371949
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 4043, training loss: 0.37,
0.360913
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 4044, training loss: 0.36,
0.30076
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4045, training loss: 0.30,
0.353322
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4046, training loss: 0.35,
0.365268
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 4047, training loss: 0.37,
0.440173
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 4048, training loss: 0.44,
0.287579
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 4049, training loss: 0.29,
0.356098
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4050, training loss: 0.36,
0.41448
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4051, training loss: 0.41,
0.283435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4052, training loss: 0.28,
0.280005
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 4053, training loss: 0.28,
0.316696
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4054, training loss: 0.32,
0.307165
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 4055, training loss: 0.31,
0.457915
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 4056, training loss: 0.46,
0.391261
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 4057, training loss: 0.39,
0.504012
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4058, training loss: 0.50,
0.262066
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 4059, training loss: 0.26,
0.281992
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 4060, training loss: 0.28,
0.382879
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4061, training loss: 0.38,
0.266862
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 4062, training loss: 0.27,
0.33801
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 4063, training loss: 0.34,
0.422976
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4064, training loss: 0.42,
0.318762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4065, training loss: 0.32,
0.307165
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4066, training loss: 0.31,
0.43933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 4067, training loss: 0.44,
0.299151
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4068, training loss: 0.30,
0.394128
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 4069, training loss: 0.39,
0.483157
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4070, training loss: 0.48,
0.418858
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 4071, training loss: 0.42,
0.400495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 4072, training loss: 0.40,
0.393962
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4073, training loss: 0.39,
0.41066
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 4074, training loss: 0.41,
0.417513
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4075, training loss: 0.42,
0.322088
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 4076, training loss: 0.32,
0.458753
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 4077, training loss: 0.46,
0.319265
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 4078, training loss: 0.32,
0.414339
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4079, training loss: 0.41,
0.445107
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4080, training loss: 0.45,
0.328191
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 4081, training loss: 0.33,
0.488652
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 4082, training loss: 0.49,
0.331933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 4083, training loss: 0.33,
0.300547
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 4084, training loss: 0.30,
0.443569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 4085, training loss: 0.44,
0.580589
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 4086, training loss: 0.58,
0.422115
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4087, training loss: 0.42,
0.357465
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 4088, training loss: 0.36,
0.350144
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 4089, training loss: 0.35,
0.371048
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4090, training loss: 0.37,
0.290923
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4091, training loss: 0.29,
0.403889
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 4092, training loss: 0.40,
0.351489
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4093, training loss: 0.35,
0.262725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4094, training loss: 0.26,
0.286472
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4095, training loss: 0.29,
0.263895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 4096, training loss: 0.26,
0.347631
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 4097, training loss: 0.35,
0.440232
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 4098, training loss: 0.44,
0.341408
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 4099, training loss: 0.34,
0.397537
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 4100, training loss: 0.40,
0.436954
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4101, training loss: 0.44,
0.312867
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 4102, training loss: 0.31,
0.367549
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4103, training loss: 0.37,
0.355371
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 4104, training loss: 0.36,
0.472838
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4105, training loss: 0.47,
0.327769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4106, training loss: 0.33,
0.324282
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4107, training loss: 0.32,
0.334125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4108, training loss: 0.33,
0.392574
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4109, training loss: 0.39,
0.298231
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 4110, training loss: 0.30,
0.327078
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 4111, training loss: 0.33,
0.389631
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4112, training loss: 0.39,
0.319395
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4113, training loss: 0.32,
0.3861
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 4114, training loss: 0.39,
0.291904
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 4115, training loss: 0.29,
0.264038
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 4116, training loss: 0.26,
0.463438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4117, training loss: 0.46,
0.268921
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 4118, training loss: 0.27,
0.37901
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4119, training loss: 0.38,
0.310142
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 4120, training loss: 0.31,
0.351798
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4121, training loss: 0.35,
0.482487
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 4122, training loss: 0.48,
0.342007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 4123, training loss: 0.34,
0.364423
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 4124, training loss: 0.36,
0.23431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 4125, training loss: 0.23,
0.349794
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 4126, training loss: 0.35,
0.395256
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4127, training loss: 0.40,
0.328691
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 4128, training loss: 0.33,
0.418219
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4129, training loss: 0.42,
0.290518
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4130, training loss: 0.29,
0.299448
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 4131, training loss: 0.30,
0.278639
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 4132, training loss: 0.28,
0.28103
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 4133, training loss: 0.28,
0.567654
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 4134, training loss: 0.57,
0.421071
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 4135, training loss: 0.42,
0.309156
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 4136, training loss: 0.31,
0.38888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 4137, training loss: 0.39,
0.397009
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 4138, training loss: 0.40,
0.395757
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 4139, training loss: 0.40,
0.369714
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4140, training loss: 0.37,
0.31627
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 4141, training loss: 0.32,
0.369289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4142, training loss: 0.37,
0.355247
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4143, training loss: 0.36,
0.337572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4144, training loss: 0.34,
0.27867
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 4145, training loss: 0.28,
0.340166
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4146, training loss: 0.34,
0.423177
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 4147, training loss: 0.42,
0.308069
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4148, training loss: 0.31,
0.288062
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4149, training loss: 0.29,
0.334722
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4150, training loss: 0.33,
0.300423
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4151, training loss: 0.30,
0.334468
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 4152, training loss: 0.33,
0.380586
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 4153, training loss: 0.38,
0.491222
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 4154, training loss: 0.49,
0.26177
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4155, training loss: 0.26,
0.349446
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 4156, training loss: 0.35,
0.349701
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 4157, training loss: 0.35,
0.394578
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4158, training loss: 0.39,
0.363681
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 4159, training loss: 0.36,
0.299731
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4160, training loss: 0.30,
0.493487
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4161, training loss: 0.49,
0.462856
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 4162, training loss: 0.46,
0.313782
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 4163, training loss: 0.31,
0.276622
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4164, training loss: 0.28,
0.285055
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4165, training loss: 0.29,
0.398876
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4166, training loss: 0.40,
0.438491
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 4167, training loss: 0.44,
0.277909
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4168, training loss: 0.28,
0.338416
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4169, training loss: 0.34,
0.315128
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 4170, training loss: 0.32,
0.313354
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 4171, training loss: 0.31,
0.449275
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 4172, training loss: 0.45,
0.290953
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 4173, training loss: 0.29,
0.293746
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 4174, training loss: 0.29,
0.387442
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4175, training loss: 0.39,
0.352382
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4176, training loss: 0.35,
0.329636
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4177, training loss: 0.33,
0.319625
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4178, training loss: 0.32,
0.324248
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4179, training loss: 0.32,
0.55139
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 4180, training loss: 0.55,
0.308756
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 4181, training loss: 0.31,
0.347991
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4182, training loss: 0.35,
0.37594
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 4183, training loss: 0.38,
0.378593
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 4184, training loss: 0.38,
0.301128
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 4185, training loss: 0.30,
0.309396
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 4186, training loss: 0.31,
0.324816
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 4187, training loss: 0.32,
0.338102
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4188, training loss: 0.34,
0.323029
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 4189, training loss: 0.32,
0.297546
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 4190, training loss: 0.30,
0.33918
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4191, training loss: 0.34,
0.382618
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 4192, training loss: 0.38,
0.303382
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 4193, training loss: 0.30,
0.358677
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 4194, training loss: 0.36,
0.311082
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4195, training loss: 0.31,
0.294192
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4196, training loss: 0.29,
0.275482
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4197, training loss: 0.28,
0.615136
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 4198, training loss: 0.62,
0.284319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 4199, training loss: 0.28,
0.263478
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 4200, training loss: 0.26,
0.523046
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 4201, training loss: 0.52,
0.260407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4202, training loss: 0.26,
0.27438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 4203, training loss: 0.27,
0.302881
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 4204, training loss: 0.30,
0.39448
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 4205, training loss: 0.39,
0.277552
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4206, training loss: 0.28,
0.499402
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 4207, training loss: 0.50,
0.438207
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 4208, training loss: 0.44,
0.342844
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 4209, training loss: 0.34,
0.434345
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 4210, training loss: 0.43,
0.301849
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4211, training loss: 0.30,
0.285687
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4212, training loss: 0.29,
0.296696
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 4213, training loss: 0.30,
0.311325
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 4214, training loss: 0.31,
0.312006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4215, training loss: 0.31,
0.318014
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 4216, training loss: 0.32,
0.339435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 4217, training loss: 0.34,
0.273892
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 4218, training loss: 0.27,
0.350145
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 4219, training loss: 0.35,
0.388602
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 4220, training loss: 0.39,
0.312808
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 4221, training loss: 0.31,
0.297246
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4222, training loss: 0.30,
0.560833
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 4223, training loss: 0.56,
0.279826
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4224, training loss: 0.28,
0.308261
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4225, training loss: 0.31,
0.34958
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 4226, training loss: 0.35,
0.264888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4227, training loss: 0.26,
0.297609
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4228, training loss: 0.30,
0.365752
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4229, training loss: 0.37,
0.309781
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4230, training loss: 0.31,
0.459782
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 4231, training loss: 0.46,
0.319926
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4232, training loss: 0.32,
0.391074
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 4233, training loss: 0.39,
0.471785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 4234, training loss: 0.47,
0.431474
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 4235, training loss: 0.43,
0.334552
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4236, training loss: 0.33,
0.393081
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 4237, training loss: 0.39,
0.338436
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 4238, training loss: 0.34,
0.416928
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4239, training loss: 0.42,
0.319288
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4240, training loss: 0.32,
0.349376
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4241, training loss: 0.35,
0.322877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 4242, training loss: 0.32,
0.283068
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 4243, training loss: 0.28,
0.314438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4244, training loss: 0.31,
0.31894
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 4245, training loss: 0.32,
0.441945
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4246, training loss: 0.44,
0.307299
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4247, training loss: 0.31,
0.370928
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4248, training loss: 0.37,
0.308819
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 4249, training loss: 0.31,
0.315826
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 4250, training loss: 0.32,
0.486949
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 4251, training loss: 0.49,
0.326767
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 4252, training loss: 0.33,
0.251127
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4253, training loss: 0.25,
0.350747
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 4254, training loss: 0.35,
0.473614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 4255, training loss: 0.47,
0.37358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4256, training loss: 0.37,
0.298949
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4257, training loss: 0.30,
0.376604
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4258, training loss: 0.38,
0.320769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 4259, training loss: 0.32,
0.378305
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 4260, training loss: 0.38,
0.318936
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 4261, training loss: 0.32,
0.263958
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4262, training loss: 0.26,
0.31678
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 4263, training loss: 0.32,
0.337042
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4264, training loss: 0.34,
0.343373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.4% 20 way one-shot learning accuracy
iteration 4265, training loss: 0.34,
0.444932
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4266, training loss: 0.44,
0.378865
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 4267, training loss: 0.38,
0.29902
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 4268, training loss: 0.30,
0.348735
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4269, training loss: 0.35,
0.341898
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 4270, training loss: 0.34,
0.282252
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 4271, training loss: 0.28,
0.481564
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4272, training loss: 0.48,
0.327059
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 4273, training loss: 0.33,
0.286407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4274, training loss: 0.29,
0.275658
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 4275, training loss: 0.28,
0.273753
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 4276, training loss: 0.27,
0.471195
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 4277, training loss: 0.47,
0.450371
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 4278, training loss: 0.45,
0.285422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 4279, training loss: 0.29,
0.268122
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 4280, training loss: 0.27,
0.27654
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 4281, training loss: 0.28,
0.372114
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4282, training loss: 0.37,
0.382205
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 4283, training loss: 0.38,
0.328754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 4284, training loss: 0.33,
0.335508
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4285, training loss: 0.34,
0.268611
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 4286, training loss: 0.27,
0.269971
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 4287, training loss: 0.27,
0.389485
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4288, training loss: 0.39,
0.418713
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 4289, training loss: 0.42,
0.254287
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 4290, training loss: 0.25,
0.280875
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 4291, training loss: 0.28,
0.392147
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 4292, training loss: 0.39,
0.480358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 4293, training loss: 0.48,
0.316225
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 4294, training loss: 0.32,
0.324076
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 4295, training loss: 0.32,
0.359767
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 4296, training loss: 0.36,
0.298223
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 4297, training loss: 0.30,
0.535611
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 4298, training loss: 0.54,
0.327174
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 4299, training loss: 0.33,
0.390092
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 4300, training loss: 0.39,
0.308599
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 4301, training loss: 0.31,
0.400354
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 4302, training loss: 0.40,
0.317239
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4303, training loss: 0.32,
0.312766
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4304, training loss: 0.31,
0.346585
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 4305, training loss: 0.35,
0.376976
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4306, training loss: 0.38,
0.332517
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 4307, training loss: 0.33,
0.297733
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4308, training loss: 0.30,
0.359879
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 4309, training loss: 0.36,
0.35329
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 4310, training loss: 0.35,
0.283156
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 4311, training loss: 0.28,
0.439057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4312, training loss: 0.44,
0.337243
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4313, training loss: 0.34,
0.251625
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4314, training loss: 0.25,
0.292705
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 4315, training loss: 0.29,
0.337475
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 4316, training loss: 0.34,
0.333992
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4317, training loss: 0.33,
0.332929
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 4318, training loss: 0.33,
0.29686
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4319, training loss: 0.30,
0.307951
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 4320, training loss: 0.31,
0.360185
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4321, training loss: 0.36,
0.321079
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 4322, training loss: 0.32,
0.334404
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 4323, training loss: 0.33,
0.306156
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 4324, training loss: 0.31,
0.327133
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 4325, training loss: 0.33,
0.332756
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 4326, training loss: 0.33,
0.391055
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 4327, training loss: 0.39,
0.258224
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 4328, training loss: 0.26,
0.418003
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4329, training loss: 0.42,
0.324795
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 4330, training loss: 0.32,
0.297462
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 4331, training loss: 0.30,
0.462349
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4332, training loss: 0.46,
0.248959
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4333, training loss: 0.25,
0.319757
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4334, training loss: 0.32,
0.365822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 4335, training loss: 0.37,
0.280627
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 4336, training loss: 0.28,
0.435522
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4337, training loss: 0.44,
0.354693
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 4338, training loss: 0.35,
0.339702
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 4339, training loss: 0.34,
0.435438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4340, training loss: 0.44,
0.254118
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 4341, training loss: 0.25,
0.488946
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 4342, training loss: 0.49,
0.293515
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 4343, training loss: 0.29,
0.257523
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4344, training loss: 0.26,
0.263557
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 4345, training loss: 0.26,
0.352898
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 4346, training loss: 0.35,
0.368157
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 4347, training loss: 0.37,
0.264032
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 4348, training loss: 0.26,
0.305383
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4349, training loss: 0.31,
0.488701
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4350, training loss: 0.49,
0.277665
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 4351, training loss: 0.28,
0.368018
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 4352, training loss: 0.37,
0.321018
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 4353, training loss: 0.32,
0.425936
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 4354, training loss: 0.43,
0.389695
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 4355, training loss: 0.39,
0.439848
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 4356, training loss: 0.44,
0.374097
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4357, training loss: 0.37,
0.38023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4358, training loss: 0.38,
0.411053
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 4359, training loss: 0.41,
0.407741
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 4360, training loss: 0.41,
0.33161
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 4361, training loss: 0.33,
0.274678
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 4362, training loss: 0.27,
0.245455
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4363, training loss: 0.25,
0.281988
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4364, training loss: 0.28,
0.482202
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 4365, training loss: 0.48,
0.325311
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 4366, training loss: 0.33,
0.509123
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4367, training loss: 0.51,
0.341866
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 4368, training loss: 0.34,
0.319506
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 4369, training loss: 0.32,
0.248369
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 4370, training loss: 0.25,
0.308854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4371, training loss: 0.31,
0.426095
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4372, training loss: 0.43,
0.3491
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 4373, training loss: 0.35,
0.271606
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4374, training loss: 0.27,
0.223531
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 4375, training loss: 0.22,
0.389239
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 4376, training loss: 0.39,
0.280907
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 4377, training loss: 0.28,
0.420099
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 4378, training loss: 0.42,
0.392341
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4379, training loss: 0.39,
0.27193
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 4380, training loss: 0.27,
0.367579
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4381, training loss: 0.37,
0.287259
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 4382, training loss: 0.29,
0.304414
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4383, training loss: 0.30,
0.340771
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4384, training loss: 0.34,
0.265641
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 4385, training loss: 0.27,
0.477093
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 4386, training loss: 0.48,
0.334746
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 4387, training loss: 0.33,
0.331628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4388, training loss: 0.33,
0.246917
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4389, training loss: 0.25,
0.341523
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 4390, training loss: 0.34,
0.330689
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 4391, training loss: 0.33,
0.332359
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 4392, training loss: 0.33,
0.301396
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4393, training loss: 0.30,
0.276339
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 4394, training loss: 0.28,
0.475011
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4395, training loss: 0.48,
0.360014
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 4396, training loss: 0.36,
0.312225
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 4397, training loss: 0.31,
0.327856
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4398, training loss: 0.33,
0.311261
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 4399, training loss: 0.31,
0.294588
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 4400, training loss: 0.29,
0.284059
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4401, training loss: 0.28,
0.308027
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 4402, training loss: 0.31,
0.429716
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 60.0% 20 way one-shot learning accuracy
iteration 4403, training loss: 0.43,
0.377803
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 4404, training loss: 0.38,
0.313754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 4405, training loss: 0.31,
0.252617
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4406, training loss: 0.25,
0.310856
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4407, training loss: 0.31,
0.410913
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4408, training loss: 0.41,
0.298065
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 4409, training loss: 0.30,
0.340559
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 4410, training loss: 0.34,
0.28209
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 4411, training loss: 0.28,
0.377019
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 4412, training loss: 0.38,
0.29218
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 4413, training loss: 0.29,
0.33188
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4414, training loss: 0.33,
0.303235
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 4415, training loss: 0.30,
0.469271
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 4416, training loss: 0.47,
0.334854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4417, training loss: 0.33,
0.323496
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 4418, training loss: 0.32,
0.327312
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 4419, training loss: 0.33,
0.400394
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 4420, training loss: 0.40,
0.38973
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 4421, training loss: 0.39,
0.352797
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4422, training loss: 0.35,
0.330453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 4423, training loss: 0.33,
0.396511
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4424, training loss: 0.40,
0.310864
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 4425, training loss: 0.31,
0.409696
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 4426, training loss: 0.41,
0.416402
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 4427, training loss: 0.42,
0.281957
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 4428, training loss: 0.28,
0.35599
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4429, training loss: 0.36,
0.552529
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 4430, training loss: 0.55,
0.371669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4431, training loss: 0.37,
0.384837
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 4432, training loss: 0.38,
0.335392
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 4433, training loss: 0.34,
0.487303
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 4434, training loss: 0.49,
0.268326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 4435, training loss: 0.27,
0.266808
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4436, training loss: 0.27,
0.245912
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 4437, training loss: 0.25,
0.3642
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 4438, training loss: 0.36,
0.366177
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 4439, training loss: 0.37,
0.392399
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 4440, training loss: 0.39,
0.263293
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4441, training loss: 0.26,
0.370278
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4442, training loss: 0.37,
0.269506
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4443, training loss: 0.27,
0.419509
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4444, training loss: 0.42,
0.251136
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4445, training loss: 0.25,
0.340871
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 4446, training loss: 0.34,
0.375398
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 4447, training loss: 0.38,
0.271709
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 4448, training loss: 0.27,
0.325441
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 4449, training loss: 0.33,
0.305295
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 4450, training loss: 0.31,
0.360025
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4451, training loss: 0.36,
0.380781
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 4452, training loss: 0.38,
0.306762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4453, training loss: 0.31,
0.315355
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 4454, training loss: 0.32,
0.324331
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4455, training loss: 0.32,
0.293504
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4456, training loss: 0.29,
0.32469
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 4457, training loss: 0.32,
0.313746
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4458, training loss: 0.31,
0.334651
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 4459, training loss: 0.33,
0.278575
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4460, training loss: 0.28,
0.306316
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4461, training loss: 0.31,
0.347022
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4462, training loss: 0.35,
0.279141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 4463, training loss: 0.28,
0.325733
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 4464, training loss: 0.33,
0.262269
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 4465, training loss: 0.26,
0.286474
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 4466, training loss: 0.29,
0.448088
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 4467, training loss: 0.45,
0.359442
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 4468, training loss: 0.36,
0.395133
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 4469, training loss: 0.40,
0.299327
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 4470, training loss: 0.30,
0.286345
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 4471, training loss: 0.29,
0.326472
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 58.8% 20 way one-shot learning accuracy
iteration 4472, training loss: 0.33,
0.471301
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 4473, training loss: 0.47,
0.362375
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 4474, training loss: 0.36,
0.265035
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 4475, training loss: 0.27,
0.268825
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4476, training loss: 0.27,
0.348854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 4477, training loss: 0.35,
0.40533
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 4478, training loss: 0.41,
0.461018
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4479, training loss: 0.46,
0.375338
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 4480, training loss: 0.38,
0.31708
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4481, training loss: 0.32,
0.403689
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4482, training loss: 0.40,
0.380186
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 4483, training loss: 0.38,
0.259187
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 4484, training loss: 0.26,
0.40536
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 4485, training loss: 0.41,
0.28547
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 4486, training loss: 0.29,
0.381333
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 4487, training loss: 0.38,
0.412895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 4488, training loss: 0.41,
0.436339
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 4489, training loss: 0.44,
0.301118
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 4490, training loss: 0.30,
0.411586
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4491, training loss: 0.41,
0.30779
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 4492, training loss: 0.31,
0.305105
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4493, training loss: 0.31,
0.311516
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 4494, training loss: 0.31,
0.288875
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 4495, training loss: 0.29,
0.275916
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4496, training loss: 0.28,
0.361499
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 4497, training loss: 0.36,
0.359222
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 4498, training loss: 0.36,
0.344804
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4499, training loss: 0.34,
0.300829
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 4500, training loss: 0.30,
0.355013
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 4501, training loss: 0.36,
0.346574
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4502, training loss: 0.35,
0.35746
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4503, training loss: 0.36,
0.400727
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4504, training loss: 0.40,
0.380105
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 4505, training loss: 0.38,
0.363553
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 4506, training loss: 0.36,
0.331528
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 4507, training loss: 0.33,
0.397452
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4508, training loss: 0.40,
0.32895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 4509, training loss: 0.33,
0.382833
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4510, training loss: 0.38,
0.322909
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4511, training loss: 0.32,
0.379357
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4512, training loss: 0.38,
0.355859
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4513, training loss: 0.36,
0.271716
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 4514, training loss: 0.27,
0.243755
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 4515, training loss: 0.24,
0.267696
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 4516, training loss: 0.27,
0.360362
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 4517, training loss: 0.36,
0.337049
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 4518, training loss: 0.34,
0.252286
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 4519, training loss: 0.25,
0.340201
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4520, training loss: 0.34,
0.284875
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4521, training loss: 0.28,
0.289051
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4522, training loss: 0.29,
0.252122
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 4523, training loss: 0.25,
0.327134
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 4524, training loss: 0.33,
0.391609
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 4525, training loss: 0.39,
0.328819
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 4526, training loss: 0.33,
0.354054
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4527, training loss: 0.35,
0.313289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 4528, training loss: 0.31,
0.277219
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 4529, training loss: 0.28,
0.320675
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 4530, training loss: 0.32,
0.309965
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 4531, training loss: 0.31,
0.268381
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 4532, training loss: 0.27,
0.277459
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4533, training loss: 0.28,
0.317739
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 4534, training loss: 0.32,
0.314925
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4535, training loss: 0.31,
0.299089
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 4536, training loss: 0.30,
0.391132
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4537, training loss: 0.39,
0.299878
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 4538, training loss: 0.30,
0.294818
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 4539, training loss: 0.29,
0.284842
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4540, training loss: 0.28,
0.280702
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 4541, training loss: 0.28,
0.273179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 4542, training loss: 0.27,
0.325623
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 4543, training loss: 0.33,
0.333382
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 4544, training loss: 0.33,
0.684879
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4545, training loss: 0.68,
0.415523
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 4546, training loss: 0.42,
0.377761
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 4547, training loss: 0.38,
0.330418
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 4548, training loss: 0.33,
0.307422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 4549, training loss: 0.31,
0.333693
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 4550, training loss: 0.33,
0.277219
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 4551, training loss: 0.28,
0.24944
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4552, training loss: 0.25,
0.274459
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4553, training loss: 0.27,
0.436317
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 4554, training loss: 0.44,
0.279598
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 4555, training loss: 0.28,
0.317007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 4556, training loss: 0.32,
0.283987
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 4557, training loss: 0.28,
0.313605
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4558, training loss: 0.31,
0.308624
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 4559, training loss: 0.31,
0.455266
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 4560, training loss: 0.46,
0.356314
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 4561, training loss: 0.36,
0.346508
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4562, training loss: 0.35,
0.300193
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 4563, training loss: 0.30,
0.357958
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 4564, training loss: 0.36,
0.299759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 4565, training loss: 0.30,
0.277065
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4566, training loss: 0.28,
0.247215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4567, training loss: 0.25,
0.26894
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 4568, training loss: 0.27,
0.438528
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 4569, training loss: 0.44,
0.362319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4570, training loss: 0.36,
0.34126
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4571, training loss: 0.34,
0.396698
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 4572, training loss: 0.40,
0.332706
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 4573, training loss: 0.33,
0.302271
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4574, training loss: 0.30,
0.292848
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4575, training loss: 0.29,
0.319075
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 4576, training loss: 0.32,
0.309049
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 4577, training loss: 0.31,
0.315343
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 4578, training loss: 0.32,
0.373503
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 4579, training loss: 0.37,
0.334438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 4580, training loss: 0.33,
0.494154
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 4581, training loss: 0.49,
0.327722
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 4582, training loss: 0.33,
0.363761
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4583, training loss: 0.36,
0.332008
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 4584, training loss: 0.33,
0.303666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4585, training loss: 0.30,
0.302902
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 4586, training loss: 0.30,
0.265351
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 4587, training loss: 0.27,
0.415886
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 4588, training loss: 0.42,
0.280995
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 4589, training loss: 0.28,
0.393752
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4590, training loss: 0.39,
0.429068
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4591, training loss: 0.43,
0.403962
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4592, training loss: 0.40,
0.468355
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 4593, training loss: 0.47,
0.378727
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 4594, training loss: 0.38,
0.35807
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4595, training loss: 0.36,
0.271098
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4596, training loss: 0.27,
0.333323
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 4597, training loss: 0.33,
0.308929
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 4598, training loss: 0.31,
0.377883
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4599, training loss: 0.38,
0.295848
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4600, training loss: 0.30,
0.380709
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 4601, training loss: 0.38,
0.2457
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4602, training loss: 0.25,
0.258733
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 4603, training loss: 0.26,
0.255294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 4604, training loss: 0.26,
0.274484
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 4605, training loss: 0.27,
0.284082
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 4606, training loss: 0.28,
0.335254
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4607, training loss: 0.34,
0.351698
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 4608, training loss: 0.35,
0.277403
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4609, training loss: 0.28,
0.426265
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4610, training loss: 0.43,
0.540577
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 4611, training loss: 0.54,
0.294115
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4612, training loss: 0.29,
0.375883
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 4613, training loss: 0.38,
0.25276
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 4614, training loss: 0.25,
0.471747
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4615, training loss: 0.47,
0.320063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 4616, training loss: 0.32,
0.267661
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4617, training loss: 0.27,
0.382854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 4618, training loss: 0.38,
0.356246
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 4619, training loss: 0.36,
0.292425
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4620, training loss: 0.29,
0.281978
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4621, training loss: 0.28,
0.240184
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 4622, training loss: 0.24,
0.44268
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 4623, training loss: 0.44,
0.35994
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 4624, training loss: 0.36,
0.405258
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 4625, training loss: 0.41,
0.284185
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 4626, training loss: 0.28,
0.432103
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 4627, training loss: 0.43,
0.331516
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4628, training loss: 0.33,
0.329873
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4629, training loss: 0.33,
0.315269
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 4630, training loss: 0.32,
0.462416
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4631, training loss: 0.46,
0.3538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 4632, training loss: 0.35,
0.33618
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 4633, training loss: 0.34,
0.294648
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 4634, training loss: 0.29,
0.522238
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4635, training loss: 0.52,
0.440027
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 4636, training loss: 0.44,
0.293
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4637, training loss: 0.29,
0.354306
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4638, training loss: 0.35,
0.325501
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4639, training loss: 0.33,
0.271161
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4640, training loss: 0.27,
0.353124
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4641, training loss: 0.35,
0.310369
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 4642, training loss: 0.31,
0.314814
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4643, training loss: 0.31,
0.309256
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 4644, training loss: 0.31,
0.291163
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 4645, training loss: 0.29,
0.270009
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 4646, training loss: 0.27,
0.230567
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4647, training loss: 0.23,
0.411953
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 4648, training loss: 0.41,
0.337685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 4649, training loss: 0.34,
0.290141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 4650, training loss: 0.29,
0.273525
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4651, training loss: 0.27,
0.310873
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 4652, training loss: 0.31,
0.286228
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 4653, training loss: 0.29,
0.442271
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4654, training loss: 0.44,
0.340739
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4655, training loss: 0.34,
0.329473
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 4656, training loss: 0.33,
0.34348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4657, training loss: 0.34,
0.316551
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4658, training loss: 0.32,
0.2782
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4659, training loss: 0.28,
0.400352
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 4660, training loss: 0.40,
0.329515
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 4661, training loss: 0.33,
0.269815
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 4662, training loss: 0.27,
0.348289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 4663, training loss: 0.35,
0.299772
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 4664, training loss: 0.30,
0.297736
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4665, training loss: 0.30,
0.303657
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4666, training loss: 0.30,
0.385193
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 4667, training loss: 0.39,
0.516925
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 4668, training loss: 0.52,
0.302432
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 4669, training loss: 0.30,
0.28147
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4670, training loss: 0.28,
0.252922
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4671, training loss: 0.25,
0.278009
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4672, training loss: 0.28,
0.266062
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 4673, training loss: 0.27,
0.236347
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 4674, training loss: 0.24,
0.353645
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 4675, training loss: 0.35,
0.317387
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 4676, training loss: 0.32,
0.341665
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 4677, training loss: 0.34,
0.28712
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 4678, training loss: 0.29,
0.344074
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 4679, training loss: 0.34,
0.394098
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 4680, training loss: 0.39,
0.314281
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4681, training loss: 0.31,
0.254203
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 4682, training loss: 0.25,
0.312793
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 4683, training loss: 0.31,
0.458417
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 4684, training loss: 0.46,
0.385065
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4685, training loss: 0.39,
0.325853
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4686, training loss: 0.33,
0.28096
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4687, training loss: 0.28,
0.343796
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 4688, training loss: 0.34,
0.332052
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 4689, training loss: 0.33,
0.529708
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4690, training loss: 0.53,
0.390778
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 4691, training loss: 0.39,
0.532856
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4692, training loss: 0.53,
0.2786
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 4693, training loss: 0.28,
0.301551
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 4694, training loss: 0.30,
0.2953
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4695, training loss: 0.30,
0.298647
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4696, training loss: 0.30,
0.26594
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4697, training loss: 0.27,
0.349608
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4698, training loss: 0.35,
0.267457
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 4699, training loss: 0.27,
0.291281
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 4700, training loss: 0.29,
0.250561
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4701, training loss: 0.25,
0.308551
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 4702, training loss: 0.31,
0.315454
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 4703, training loss: 0.32,
0.309857
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 4704, training loss: 0.31,
0.372108
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4705, training loss: 0.37,
0.380877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 4706, training loss: 0.38,
0.397336
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4707, training loss: 0.40,
0.295572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4708, training loss: 0.30,
0.34481
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 4709, training loss: 0.34,
0.322078
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4710, training loss: 0.32,
0.370555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4711, training loss: 0.37,
0.245087
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4712, training loss: 0.25,
0.290056
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4713, training loss: 0.29,
0.306613
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4714, training loss: 0.31,
0.318458
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 4715, training loss: 0.32,
0.377261
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4716, training loss: 0.38,
0.263699
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4717, training loss: 0.26,
0.33111
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 4718, training loss: 0.33,
0.304112
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 4719, training loss: 0.30,
0.259677
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 4720, training loss: 0.26,
0.522294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4721, training loss: 0.52,
0.322666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 4722, training loss: 0.32,
0.311397
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 4723, training loss: 0.31,
0.282507
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4724, training loss: 0.28,
0.432159
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4725, training loss: 0.43,
0.374639
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4726, training loss: 0.37,
0.238693
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4727, training loss: 0.24,
0.327703
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 4728, training loss: 0.33,
0.297765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 4729, training loss: 0.30,
0.267503
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4730, training loss: 0.27,
0.401371
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 4731, training loss: 0.40,
0.383326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 4732, training loss: 0.38,
0.356974
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4733, training loss: 0.36,
0.233994
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 4734, training loss: 0.23,
0.283191
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 4735, training loss: 0.28,
0.299902
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4736, training loss: 0.30,
0.334632
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4737, training loss: 0.33,
0.333817
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4738, training loss: 0.33,
0.321048
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 4739, training loss: 0.32,
0.339663
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 4740, training loss: 0.34,
0.288675
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4741, training loss: 0.29,
0.396337
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 4742, training loss: 0.40,
0.251296
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 4743, training loss: 0.25,
0.311182
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4744, training loss: 0.31,
0.377685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 4745, training loss: 0.38,
0.271551
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 4746, training loss: 0.27,
0.327126
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4747, training loss: 0.33,
0.275153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4748, training loss: 0.28,
0.326608
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4749, training loss: 0.33,
0.535449
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4750, training loss: 0.54,
0.30251
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 4751, training loss: 0.30,
0.336502
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 4752, training loss: 0.34,
0.327774
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 4753, training loss: 0.33,
0.333884
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 4754, training loss: 0.33,
0.502039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 4755, training loss: 0.50,
0.28316
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 4756, training loss: 0.28,
0.397827
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 4757, training loss: 0.40,
0.317946
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4758, training loss: 0.32,
0.290552
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 4759, training loss: 0.29,
0.326348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 4760, training loss: 0.33,
0.340362
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4761, training loss: 0.34,
0.251972
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4762, training loss: 0.25,
0.272336
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 4763, training loss: 0.27,
0.34903
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 4764, training loss: 0.35,
0.309072
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4765, training loss: 0.31,
0.359938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 4766, training loss: 0.36,
0.262824
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 4767, training loss: 0.26,
0.266825
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4768, training loss: 0.27,
0.347287
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 4769, training loss: 0.35,
0.343164
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 4770, training loss: 0.34,
0.367154
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4771, training loss: 0.37,
0.260537
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 4772, training loss: 0.26,
0.281657
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4773, training loss: 0.28,
0.275237
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 4774, training loss: 0.28,
0.337331
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 4775, training loss: 0.34,
0.273785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4776, training loss: 0.27,
0.390675
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4777, training loss: 0.39,
0.316398
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 4778, training loss: 0.32,
0.35928
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 4779, training loss: 0.36,
0.322907
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 4780, training loss: 0.32,
0.263215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 4781, training loss: 0.26,
0.426761
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 4782, training loss: 0.43,
0.312504
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 4783, training loss: 0.31,
0.252788
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 4784, training loss: 0.25,
0.359327
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 4785, training loss: 0.36,
0.395955
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 4786, training loss: 0.40,
0.383204
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 4787, training loss: 0.38,
0.379038
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4788, training loss: 0.38,
0.354818
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 4789, training loss: 0.35,
0.407837
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 4790, training loss: 0.41,
0.331277
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 4791, training loss: 0.33,
0.374978
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4792, training loss: 0.37,
0.369801
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 4793, training loss: 0.37,
0.303151
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 4794, training loss: 0.30,
0.306153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 4795, training loss: 0.31,
0.250687
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4796, training loss: 0.25,
0.322461
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4797, training loss: 0.32,
0.279662
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 4798, training loss: 0.28,
0.418202
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 4799, training loss: 0.42,
0.341241
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 4800, training loss: 0.34,
0.357402
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 4801, training loss: 0.36,
0.363133
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4802, training loss: 0.36,
0.462809
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 4803, training loss: 0.46,
0.291439
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 4804, training loss: 0.29,
0.288035
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4805, training loss: 0.29,
0.282391
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 4806, training loss: 0.28,
0.323416
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4807, training loss: 0.32,
0.287902
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4808, training loss: 0.29,
0.363102
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 4809, training loss: 0.36,
0.225299
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 4810, training loss: 0.23,
0.464874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4811, training loss: 0.46,
0.389669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 4812, training loss: 0.39,
0.475407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 4813, training loss: 0.48,
0.303901
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 4814, training loss: 0.30,
0.37218
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4815, training loss: 0.37,
0.334729
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 4816, training loss: 0.33,
0.292148
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 4817, training loss: 0.29,
0.296601
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4818, training loss: 0.30,
0.369812
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4819, training loss: 0.37,
0.259189
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 4820, training loss: 0.26,
0.348525
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 4821, training loss: 0.35,
0.242433
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4822, training loss: 0.24,
0.537857
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 4823, training loss: 0.54,
0.277959
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 4824, training loss: 0.28,
0.448075
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 4825, training loss: 0.45,
0.29644
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 4826, training loss: 0.30,
0.427922
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 4827, training loss: 0.43,
0.335663
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4828, training loss: 0.34,
0.352939
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 4829, training loss: 0.35,
0.425965
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4830, training loss: 0.43,
0.243166
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 4831, training loss: 0.24,
0.275591
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 4832, training loss: 0.28,
0.539092
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 4833, training loss: 0.54,
0.267759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 4834, training loss: 0.27,
0.266
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 4835, training loss: 0.27,
0.37095
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 4836, training loss: 0.37,
0.316244
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 4837, training loss: 0.32,
0.281483
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4838, training loss: 0.28,
0.301476
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4839, training loss: 0.30,
0.2852
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4840, training loss: 0.29,
0.381968
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4841, training loss: 0.38,
0.235444
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 4842, training loss: 0.24,
0.399365
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4843, training loss: 0.40,
0.397202
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4844, training loss: 0.40,
0.289819
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4845, training loss: 0.29,
0.372971
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4846, training loss: 0.37,
0.253619
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4847, training loss: 0.25,
0.285865
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 4848, training loss: 0.29,
0.444883
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4849, training loss: 0.44,
0.321991
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 4850, training loss: 0.32,
0.298572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 4851, training loss: 0.30,
0.262344
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 4852, training loss: 0.26,
0.354388
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 4853, training loss: 0.35,
0.338218
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 4854, training loss: 0.34,
0.305842
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4855, training loss: 0.31,
0.246906
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 4856, training loss: 0.25,
0.342995
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4857, training loss: 0.34,
0.352131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 4858, training loss: 0.35,
0.290213
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4859, training loss: 0.29,
0.303582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 4860, training loss: 0.30,
0.408814
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 4861, training loss: 0.41,
0.340908
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 4862, training loss: 0.34,
0.327055
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 4863, training loss: 0.33,
0.278735
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 4864, training loss: 0.28,
0.341654
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4865, training loss: 0.34,
0.330569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 4866, training loss: 0.33,
0.366463
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 4867, training loss: 0.37,
0.256081
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4868, training loss: 0.26,
0.262367
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 4869, training loss: 0.26,
0.3106
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4870, training loss: 0.31,
0.353578
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4871, training loss: 0.35,
0.252882
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4872, training loss: 0.25,
0.290551
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 4873, training loss: 0.29,
0.326413
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 4874, training loss: 0.33,
0.351558
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 4875, training loss: 0.35,
0.449658
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 4876, training loss: 0.45,
0.345667
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 4877, training loss: 0.35,
0.398994
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 4878, training loss: 0.40,
0.27435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 4879, training loss: 0.27,
0.346282
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4880, training loss: 0.35,
0.297229
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 4881, training loss: 0.30,
0.416366
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4882, training loss: 0.42,
0.249077
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 4883, training loss: 0.25,
0.321369
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4884, training loss: 0.32,
0.412657
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 4885, training loss: 0.41,
0.279388
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 4886, training loss: 0.28,
0.380454
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4887, training loss: 0.38,
0.26205
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 4888, training loss: 0.26,
0.263374
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 4889, training loss: 0.26,
0.223771
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4890, training loss: 0.22,
0.289275
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 4891, training loss: 0.29,
0.27582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 4892, training loss: 0.28,
0.266216
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 4893, training loss: 0.27,
0.277543
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 4894, training loss: 0.28,
0.247636
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 4895, training loss: 0.25,
0.266021
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 4896, training loss: 0.27,
0.353756
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 4897, training loss: 0.35,
0.394483
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 4898, training loss: 0.39,
0.400193
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 4899, training loss: 0.40,
0.332628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 4900, training loss: 0.33,
0.322202
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 4901, training loss: 0.32,
0.380763
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 4902, training loss: 0.38,
0.298764
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 4903, training loss: 0.30,
0.252353
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4904, training loss: 0.25,
0.288623
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 4905, training loss: 0.29,
0.362102
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 4906, training loss: 0.36,
0.291958
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4907, training loss: 0.29,
0.258749
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4908, training loss: 0.26,
0.223862
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4909, training loss: 0.22,
0.384026
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4910, training loss: 0.38,
0.350514
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4911, training loss: 0.35,
0.360607
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 4912, training loss: 0.36,
0.466767
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4913, training loss: 0.47,
0.384435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4914, training loss: 0.38,
0.301857
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 4915, training loss: 0.30,
0.358825
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 4916, training loss: 0.36,
0.231007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4917, training loss: 0.23,
0.294866
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4918, training loss: 0.29,
0.314976
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 4919, training loss: 0.31,
0.285784
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4920, training loss: 0.29,
0.297705
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 4921, training loss: 0.30,
0.279122
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4922, training loss: 0.28,
0.358798
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 4923, training loss: 0.36,
0.325547
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 4924, training loss: 0.33,
0.286808
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 4925, training loss: 0.29,
0.322562
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4926, training loss: 0.32,
0.259201
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 4927, training loss: 0.26,
0.37878
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4928, training loss: 0.38,
0.332307
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4929, training loss: 0.33,
0.349145
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 4930, training loss: 0.35,
0.284753
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 4931, training loss: 0.28,
0.255869
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 4932, training loss: 0.26,
0.377763
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 4933, training loss: 0.38,
0.474547
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4934, training loss: 0.47,
0.314919
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 4935, training loss: 0.31,
0.374179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 4936, training loss: 0.37,
0.259737
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 4937, training loss: 0.26,
0.398996
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4938, training loss: 0.40,
0.270328
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 4939, training loss: 0.27,
0.385397
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 4940, training loss: 0.39,
0.35162
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4941, training loss: 0.35,
0.26056
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4942, training loss: 0.26,
0.282267
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 4943, training loss: 0.28,
0.441789
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4944, training loss: 0.44,
0.303901
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4945, training loss: 0.30,
0.330969
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 4946, training loss: 0.33,
0.242069
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 4947, training loss: 0.24,
0.255967
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4948, training loss: 0.26,
0.346756
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4949, training loss: 0.35,
0.267365
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 4950, training loss: 0.27,
0.251094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 4951, training loss: 0.25,
0.313883
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4952, training loss: 0.31,
0.39051
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 4953, training loss: 0.39,
0.315774
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4954, training loss: 0.32,
0.382296
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 4955, training loss: 0.38,
0.360503
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 4956, training loss: 0.36,
0.359493
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4957, training loss: 0.36,
0.352811
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4958, training loss: 0.35,
0.234227
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 4959, training loss: 0.23,
0.325563
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4960, training loss: 0.33,
0.411613
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4961, training loss: 0.41,
0.361869
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 4962, training loss: 0.36,
0.291332
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4963, training loss: 0.29,
0.373097
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 4964, training loss: 0.37,
0.276737
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4965, training loss: 0.28,
0.275631
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 4966, training loss: 0.28,
0.438164
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 4967, training loss: 0.44,
0.311984
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 4968, training loss: 0.31,
0.262995
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 4969, training loss: 0.26,
0.364121
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4970, training loss: 0.36,
0.423099
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 4971, training loss: 0.42,
0.369285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 4972, training loss: 0.37,
0.329928
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 4973, training loss: 0.33,
0.248328
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 4974, training loss: 0.25,
0.263614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 4975, training loss: 0.26,
0.260672
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 4976, training loss: 0.26,
0.275805
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 4977, training loss: 0.28,
0.276913
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 4978, training loss: 0.28,
0.246718
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 4979, training loss: 0.25,
0.323441
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4980, training loss: 0.32,
0.256981
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 4981, training loss: 0.26,
0.257801
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 4982, training loss: 0.26,
0.327064
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 4983, training loss: 0.33,
0.252975
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 4984, training loss: 0.25,
0.37328
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 4985, training loss: 0.37,
0.270089
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 4986, training loss: 0.27,
0.325651
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 4987, training loss: 0.33,
0.254837
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 4988, training loss: 0.25,
0.311582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 4989, training loss: 0.31,
0.263433
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4990, training loss: 0.26,
0.342905
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4991, training loss: 0.34,
0.398362
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 4992, training loss: 0.40,
0.310958
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 4993, training loss: 0.31,
0.554432
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 4994, training loss: 0.55,
0.320472
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 4995, training loss: 0.32,
0.273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 4996, training loss: 0.27,
0.273117
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 4997, training loss: 0.27,
0.275687
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 4998, training loss: 0.28,
0.353235
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 4999, training loss: 0.35,
0.265112
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 5000, training loss: 0.27,
0.288284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 5001, training loss: 0.29,
0.389996
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5002, training loss: 0.39,
0.235971
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 5003, training loss: 0.24,
0.329467
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5004, training loss: 0.33,
0.376579
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 5005, training loss: 0.38,
0.315943
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5006, training loss: 0.32,
0.312878
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 5007, training loss: 0.31,
0.238058
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5008, training loss: 0.24,
0.271213
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 5009, training loss: 0.27,
0.253587
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5010, training loss: 0.25,
0.26739
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 5011, training loss: 0.27,
0.364478
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 5012, training loss: 0.36,
0.297735
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 5013, training loss: 0.30,
0.344989
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 5014, training loss: 0.34,
0.25624
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 5015, training loss: 0.26,
0.237525
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 5016, training loss: 0.24,
0.598248
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5017, training loss: 0.60,
0.318256
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 5018, training loss: 0.32,
0.492311
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.6% 20 way one-shot learning accuracy
iteration 5019, training loss: 0.49,
0.279698
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 5020, training loss: 0.28,
0.314844
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 5021, training loss: 0.31,
0.325005
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5022, training loss: 0.33,
0.221849
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 5023, training loss: 0.22,
0.369114
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5024, training loss: 0.37,
0.262682
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 5025, training loss: 0.26,
0.315406
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 5026, training loss: 0.32,
0.25244
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 5027, training loss: 0.25,
0.245856
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5028, training loss: 0.25,
0.420381
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5029, training loss: 0.42,
0.343405
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5030, training loss: 0.34,
0.407716
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5031, training loss: 0.41,
0.323911
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 5032, training loss: 0.32,
0.30752
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5033, training loss: 0.31,
0.286001
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5034, training loss: 0.29,
0.293766
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 5035, training loss: 0.29,
0.318913
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5036, training loss: 0.32,
0.312728
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 5037, training loss: 0.31,
0.2139
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5038, training loss: 0.21,
0.438323
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5039, training loss: 0.44,
0.271477
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5040, training loss: 0.27,
0.378581
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5041, training loss: 0.38,
0.46621
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 5042, training loss: 0.47,
0.309433
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5043, training loss: 0.31,
0.242825
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 5044, training loss: 0.24,
0.277085
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 5045, training loss: 0.28,
0.30819
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5046, training loss: 0.31,
0.354993
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 5047, training loss: 0.35,
0.474634
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5048, training loss: 0.47,
0.310875
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 5049, training loss: 0.31,
0.330573
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 5050, training loss: 0.33,
0.344868
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 5051, training loss: 0.34,
0.272295
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 5052, training loss: 0.27,
0.28682
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 5053, training loss: 0.29,
0.345148
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 5054, training loss: 0.35,
0.407322
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 5055, training loss: 0.41,
0.377096
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 5056, training loss: 0.38,
0.24867
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 5057, training loss: 0.25,
0.35202
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 5058, training loss: 0.35,
0.31779
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5059, training loss: 0.32,
0.426076
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 5060, training loss: 0.43,
0.340232
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 5061, training loss: 0.34,
0.413558
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5062, training loss: 0.41,
0.41417
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 5063, training loss: 0.41,
0.341625
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 5064, training loss: 0.34,
0.315001
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 5065, training loss: 0.32,
0.348273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 5066, training loss: 0.35,
0.304281
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 5067, training loss: 0.30,
0.297034
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5068, training loss: 0.30,
0.476549
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5069, training loss: 0.48,
0.355078
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 5070, training loss: 0.36,
0.321985
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 5071, training loss: 0.32,
0.341411
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5072, training loss: 0.34,
0.372909
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 5073, training loss: 0.37,
0.242433
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 5074, training loss: 0.24,
0.313927
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 5075, training loss: 0.31,
0.324319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 5076, training loss: 0.32,
0.491069
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5077, training loss: 0.49,
0.463149
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 5078, training loss: 0.46,
0.494129
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 5079, training loss: 0.49,
0.262069
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 5080, training loss: 0.26,
0.301441
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 5081, training loss: 0.30,
0.416931
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5082, training loss: 0.42,
0.297279
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5083, training loss: 0.30,
0.382766
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 5084, training loss: 0.38,
0.321986
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 5085, training loss: 0.32,
0.232047
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 5086, training loss: 0.23,
0.361342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 5087, training loss: 0.36,
0.260825
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 5088, training loss: 0.26,
0.346549
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5089, training loss: 0.35,
0.367385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5090, training loss: 0.37,
0.349407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 5091, training loss: 0.35,
0.343315
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5092, training loss: 0.34,
0.405383
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5093, training loss: 0.41,
0.235885
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 5094, training loss: 0.24,
0.339883
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5095, training loss: 0.34,
0.253858
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 5096, training loss: 0.25,
0.321314
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 5097, training loss: 0.32,
0.332696
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 5098, training loss: 0.33,
0.238412
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 5099, training loss: 0.24,
0.289065
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 5100, training loss: 0.29,
0.284547
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5101, training loss: 0.28,
0.271622
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5102, training loss: 0.27,
0.290941
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 5103, training loss: 0.29,
0.319447
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5104, training loss: 0.32,
0.246609
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5105, training loss: 0.25,
0.300513
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 5106, training loss: 0.30,
0.287013
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 5107, training loss: 0.29,
0.270475
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 5108, training loss: 0.27,
0.356132
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 5109, training loss: 0.36,
0.348515
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5110, training loss: 0.35,
0.343188
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 5111, training loss: 0.34,
0.277802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 5112, training loss: 0.28,
0.299855
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5113, training loss: 0.30,
0.312242
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 5114, training loss: 0.31,
0.281102
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5115, training loss: 0.28,
0.315182
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 5116, training loss: 0.32,
0.255295
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5117, training loss: 0.26,
0.267108
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 5118, training loss: 0.27,
0.354398
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 5119, training loss: 0.35,
0.310693
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 5120, training loss: 0.31,
0.232981
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5121, training loss: 0.23,
0.281989
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5122, training loss: 0.28,
0.30432
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5123, training loss: 0.30,
0.329684
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5124, training loss: 0.33,
0.358225
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 5125, training loss: 0.36,
0.305484
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 5126, training loss: 0.31,
0.331801
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 5127, training loss: 0.33,
0.281253
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 5128, training loss: 0.28,
0.363326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 5129, training loss: 0.36,
0.250557
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5130, training loss: 0.25,
0.320618
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5131, training loss: 0.32,
0.292893
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5132, training loss: 0.29,
0.251673
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5133, training loss: 0.25,
0.361354
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 5134, training loss: 0.36,
0.34199
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 5135, training loss: 0.34,
0.346086
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 5136, training loss: 0.35,
0.343886
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5137, training loss: 0.34,
0.393068
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5138, training loss: 0.39,
0.321084
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 5139, training loss: 0.32,
0.421976
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 5140, training loss: 0.42,
0.592172
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 5141, training loss: 0.59,
0.378236
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5142, training loss: 0.38,
0.241573
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 5143, training loss: 0.24,
0.256135
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 5144, training loss: 0.26,
0.249751
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 5145, training loss: 0.25,
0.426106
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 5146, training loss: 0.43,
0.252602
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 5147, training loss: 0.25,
0.325297
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 5148, training loss: 0.33,
0.320812
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 5149, training loss: 0.32,
0.256469
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 5150, training loss: 0.26,
0.274699
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 5151, training loss: 0.27,
0.251777
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 5152, training loss: 0.25,
0.333049
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 5153, training loss: 0.33,
0.311427
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 5154, training loss: 0.31,
0.286977
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5155, training loss: 0.29,
0.297274
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5156, training loss: 0.30,
0.355919
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5157, training loss: 0.36,
0.34181
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 5158, training loss: 0.34,
0.325184
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5159, training loss: 0.33,
0.364193
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 5160, training loss: 0.36,
0.423289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 5161, training loss: 0.42,
0.288718
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 5162, training loss: 0.29,
0.236069
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 5163, training loss: 0.24,
0.248593
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5164, training loss: 0.25,
0.289175
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5165, training loss: 0.29,
0.281412
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5166, training loss: 0.28,
0.339644
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 5167, training loss: 0.34,
0.309273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 5168, training loss: 0.31,
0.256238
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5169, training loss: 0.26,
0.403765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5170, training loss: 0.40,
0.457195
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 5171, training loss: 0.46,
0.315795
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5172, training loss: 0.32,
0.375662
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5173, training loss: 0.38,
0.274276
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5174, training loss: 0.27,
0.291608
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 5175, training loss: 0.29,
0.298472
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5176, training loss: 0.30,
0.245896
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 5177, training loss: 0.25,
0.261232
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 5178, training loss: 0.26,
0.424804
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 5179, training loss: 0.42,
0.260774
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5180, training loss: 0.26,
0.298342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 5181, training loss: 0.30,
0.274796
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5182, training loss: 0.27,
0.433681
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 5183, training loss: 0.43,
0.344508
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5184, training loss: 0.34,
0.287388
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5185, training loss: 0.29,
0.284444
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 5186, training loss: 0.28,
0.297906
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 5187, training loss: 0.30,
0.295815
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 5188, training loss: 0.30,
0.256891
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 5189, training loss: 0.26,
0.266625
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 5190, training loss: 0.27,
0.314635
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 5191, training loss: 0.31,
0.315366
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5192, training loss: 0.32,
0.272478
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5193, training loss: 0.27,
0.296171
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 5194, training loss: 0.30,
0.361233
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5195, training loss: 0.36,
0.350007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5196, training loss: 0.35,
0.385904
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 5197, training loss: 0.39,
0.31123
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5198, training loss: 0.31,
0.319061
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5199, training loss: 0.32,
0.377322
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 5200, training loss: 0.38,
0.331193
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5201, training loss: 0.33,
0.383452
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 5202, training loss: 0.38,
0.401721
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 5203, training loss: 0.40,
0.358607
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5204, training loss: 0.36,
0.254785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 5205, training loss: 0.25,
0.265751
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5206, training loss: 0.27,
0.226252
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 5207, training loss: 0.23,
0.437655
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 5208, training loss: 0.44,
0.345005
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5209, training loss: 0.35,
0.277004
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5210, training loss: 0.28,
0.300335
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 5211, training loss: 0.30,
0.293675
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 5212, training loss: 0.29,
0.35057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 5213, training loss: 0.35,
0.355055
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5214, training loss: 0.36,
0.254409
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 5215, training loss: 0.25,
0.24056
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 5216, training loss: 0.24,
0.253127
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 5217, training loss: 0.25,
0.432255
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5218, training loss: 0.43,
0.282505
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5219, training loss: 0.28,
0.282885
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5220, training loss: 0.28,
0.228531
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 5221, training loss: 0.23,
0.316438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 5222, training loss: 0.32,
0.247385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 5223, training loss: 0.25,
0.237685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5224, training loss: 0.24,
0.254447
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 5225, training loss: 0.25,
0.320406
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5226, training loss: 0.32,
0.394277
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 5227, training loss: 0.39,
0.322396
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5228, training loss: 0.32,
0.366093
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 5229, training loss: 0.37,
0.302617
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 5230, training loss: 0.30,
0.26899
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 5231, training loss: 0.27,
0.2176
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5232, training loss: 0.22,
0.358592
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 5233, training loss: 0.36,
0.247666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 5234, training loss: 0.25,
0.256873
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5235, training loss: 0.26,
0.292804
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5236, training loss: 0.29,
0.447946
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 5237, training loss: 0.45,
0.383978
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 5238, training loss: 0.38,
0.250661
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 5239, training loss: 0.25,
0.324781
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 5240, training loss: 0.32,
0.223209
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 5241, training loss: 0.22,
0.269638
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 5242, training loss: 0.27,
0.295291
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 5243, training loss: 0.30,
0.307202
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 5244, training loss: 0.31,
0.269318
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5245, training loss: 0.27,
0.288073
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 5246, training loss: 0.29,
0.303146
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5247, training loss: 0.30,
0.299642
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 5248, training loss: 0.30,
0.313531
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 5249, training loss: 0.31,
0.399041
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 5250, training loss: 0.40,
0.264554
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 5251, training loss: 0.26,
0.334491
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 5252, training loss: 0.33,
0.255651
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 5253, training loss: 0.26,
0.238609
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 5254, training loss: 0.24,
0.257522
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 5255, training loss: 0.26,
0.341973
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 5256, training loss: 0.34,
0.27413
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 5257, training loss: 0.27,
0.27552
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5258, training loss: 0.28,
0.306746
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5259, training loss: 0.31,
0.315948
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5260, training loss: 0.32,
0.242943
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5261, training loss: 0.24,
0.265675
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5262, training loss: 0.27,
0.327179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5263, training loss: 0.33,
0.458112
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5264, training loss: 0.46,
0.238152
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 5265, training loss: 0.24,
0.244418
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 5266, training loss: 0.24,
0.319935
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5267, training loss: 0.32,
0.300379
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5268, training loss: 0.30,
0.493557
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 5269, training loss: 0.49,
0.293804
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 5270, training loss: 0.29,
0.307882
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5271, training loss: 0.31,
0.39528
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 5272, training loss: 0.40,
0.225758
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 5273, training loss: 0.23,
0.277017
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5274, training loss: 0.28,
0.282017
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 5275, training loss: 0.28,
0.313465
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 5276, training loss: 0.31,
0.319888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5277, training loss: 0.32,
0.402358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5278, training loss: 0.40,
0.229778
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5279, training loss: 0.23,
0.31047
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 5280, training loss: 0.31,
0.373815
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 5281, training loss: 0.37,
0.275356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 5282, training loss: 0.28,
0.37856
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5283, training loss: 0.38,
0.294309
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5284, training loss: 0.29,
0.411795
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 5285, training loss: 0.41,
0.222678
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 5286, training loss: 0.22,
0.229354
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5287, training loss: 0.23,
0.3264
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5288, training loss: 0.33,
0.252581
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 5289, training loss: 0.25,
0.270098
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5290, training loss: 0.27,
0.21577
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5291, training loss: 0.22,
0.263164
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 5292, training loss: 0.26,
0.279481
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5293, training loss: 0.28,
0.293033
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5294, training loss: 0.29,
0.271752
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5295, training loss: 0.27,
0.316451
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5296, training loss: 0.32,
0.227955
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 5297, training loss: 0.23,
0.301606
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 5298, training loss: 0.30,
0.335947
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 5299, training loss: 0.34,
0.222473
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 5300, training loss: 0.22,
0.477773
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5301, training loss: 0.48,
0.267662
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 5302, training loss: 0.27,
0.340128
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5303, training loss: 0.34,
0.2972
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 5304, training loss: 0.30,
0.34403
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 5305, training loss: 0.34,
0.261271
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5306, training loss: 0.26,
0.512894
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5307, training loss: 0.51,
0.345759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 5308, training loss: 0.35,
0.363003
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5309, training loss: 0.36,
0.278667
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5310, training loss: 0.28,
0.349802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5311, training loss: 0.35,
0.304597
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5312, training loss: 0.30,
0.373464
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5313, training loss: 0.37,
0.301133
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5314, training loss: 0.30,
0.331646
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 5315, training loss: 0.33,
0.243109
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5316, training loss: 0.24,
0.314853
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 5317, training loss: 0.31,
0.236612
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5318, training loss: 0.24,
0.263504
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 5319, training loss: 0.26,
0.271166
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 5320, training loss: 0.27,
0.291572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 5321, training loss: 0.29,
0.372577
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5322, training loss: 0.37,
0.286118
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5323, training loss: 0.29,
0.323759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 5324, training loss: 0.32,
0.238877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 5325, training loss: 0.24,
0.340897
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 5326, training loss: 0.34,
0.348007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 5327, training loss: 0.35,
0.22635
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.2% 20 way one-shot learning accuracy
iteration 5328, training loss: 0.23,
0.375627
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 5329, training loss: 0.38,
0.283908
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5330, training loss: 0.28,
0.309157
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 5331, training loss: 0.31,
0.343827
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 5332, training loss: 0.34,
0.332913
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 5333, training loss: 0.33,
0.275436
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 5334, training loss: 0.28,
0.264333
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 5335, training loss: 0.26,
0.360906
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 5336, training loss: 0.36,
0.311348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5337, training loss: 0.31,
0.281602
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5338, training loss: 0.28,
0.306332
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 5339, training loss: 0.31,
0.223932
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 5340, training loss: 0.22,
0.306564
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5341, training loss: 0.31,
0.271945
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5342, training loss: 0.27,
0.339031
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5343, training loss: 0.34,
0.310072
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 5344, training loss: 0.31,
0.353023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 5345, training loss: 0.35,
0.310553
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5346, training loss: 0.31,
0.230074
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 5347, training loss: 0.23,
0.313791
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 5348, training loss: 0.31,
0.375024
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5349, training loss: 0.38,
0.214898
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5350, training loss: 0.21,
0.299843
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5351, training loss: 0.30,
0.261428
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 5352, training loss: 0.26,
0.34959
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5353, training loss: 0.35,
0.25023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 5354, training loss: 0.25,
0.332134
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 5355, training loss: 0.33,
0.342274
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5356, training loss: 0.34,
0.369163
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5357, training loss: 0.37,
0.221224
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 5358, training loss: 0.22,
0.227144
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5359, training loss: 0.23,
0.260481
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5360, training loss: 0.26,
0.375787
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 5361, training loss: 0.38,
0.295179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 5362, training loss: 0.30,
0.297268
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 5363, training loss: 0.30,
0.254956
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 5364, training loss: 0.25,
0.303448
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5365, training loss: 0.30,
0.360832
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 5366, training loss: 0.36,
0.364685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5367, training loss: 0.36,
0.248944
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5368, training loss: 0.25,
0.296248
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 5369, training loss: 0.30,
0.271715
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5370, training loss: 0.27,
0.390316
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 5371, training loss: 0.39,
0.319256
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 5372, training loss: 0.32,
0.239929
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5373, training loss: 0.24,
0.286796
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5374, training loss: 0.29,
0.302446
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5375, training loss: 0.30,
0.268326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5376, training loss: 0.27,
0.260799
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5377, training loss: 0.26,
0.321753
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5378, training loss: 0.32,
0.226003
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5379, training loss: 0.23,
0.28186
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 5380, training loss: 0.28,
0.242067
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5381, training loss: 0.24,
0.350798
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 5382, training loss: 0.35,
0.324606
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 5383, training loss: 0.32,
0.29249
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 5384, training loss: 0.29,
0.260536
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5385, training loss: 0.26,
0.355596
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5386, training loss: 0.36,
0.35904
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 5387, training loss: 0.36,
0.340887
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 5388, training loss: 0.34,
0.274862
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 5389, training loss: 0.27,
0.249064
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5390, training loss: 0.25,
0.287005
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5391, training loss: 0.29,
0.245506
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 5392, training loss: 0.25,
0.253329
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 5393, training loss: 0.25,
0.246213
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 5394, training loss: 0.25,
0.28833
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 5395, training loss: 0.29,
0.265791
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5396, training loss: 0.27,
0.350473
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 5397, training loss: 0.35,
0.274554
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 5398, training loss: 0.27,
0.241776
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5399, training loss: 0.24,
0.311271
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5400, training loss: 0.31,
0.238405
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5401, training loss: 0.24,
0.214995
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 5402, training loss: 0.21,
0.461546
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 5403, training loss: 0.46,
0.361526
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5404, training loss: 0.36,
0.301271
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 5405, training loss: 0.30,
0.249576
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5406, training loss: 0.25,
0.399304
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5407, training loss: 0.40,
0.313906
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5408, training loss: 0.31,
0.275065
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5409, training loss: 0.28,
0.313936
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5410, training loss: 0.31,
0.233484
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5411, training loss: 0.23,
0.433369
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 5412, training loss: 0.43,
0.327458
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5413, training loss: 0.33,
0.317663
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5414, training loss: 0.32,
0.33336
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5415, training loss: 0.33,
0.26801
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5416, training loss: 0.27,
0.315995
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5417, training loss: 0.32,
0.297089
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 5418, training loss: 0.30,
0.346422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5419, training loss: 0.35,
0.277404
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5420, training loss: 0.28,
0.269339
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 5421, training loss: 0.27,
0.306646
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5422, training loss: 0.31,
0.337266
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 5423, training loss: 0.34,
0.289157
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5424, training loss: 0.29,
0.261122
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5425, training loss: 0.26,
0.235996
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 5426, training loss: 0.24,
0.314028
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 5427, training loss: 0.31,
0.309244
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 5428, training loss: 0.31,
0.408918
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 5429, training loss: 0.41,
0.353099
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 5430, training loss: 0.35,
0.236017
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5431, training loss: 0.24,
0.353274
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 5432, training loss: 0.35,
0.268108
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5433, training loss: 0.27,
0.250977
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5434, training loss: 0.25,
0.379095
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5435, training loss: 0.38,
0.384115
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5436, training loss: 0.38,
0.370761
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5437, training loss: 0.37,
0.36524
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5438, training loss: 0.37,
0.307865
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 5439, training loss: 0.31,
0.272451
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5440, training loss: 0.27,
0.331481
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5441, training loss: 0.33,
0.222907
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 5442, training loss: 0.22,
0.221693
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5443, training loss: 0.22,
0.298407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5444, training loss: 0.30,
0.243437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5445, training loss: 0.24,
0.327506
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 5446, training loss: 0.33,
0.329893
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5447, training loss: 0.33,
0.293548
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 5448, training loss: 0.29,
0.352784
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 5449, training loss: 0.35,
0.347401
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 5450, training loss: 0.35,
0.211664
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5451, training loss: 0.21,
0.238126
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5452, training loss: 0.24,
0.408601
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 5453, training loss: 0.41,
0.324872
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5454, training loss: 0.32,
0.31758
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 5455, training loss: 0.32,
0.299289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 5456, training loss: 0.30,
0.386519
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5457, training loss: 0.39,
0.373339
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 5458, training loss: 0.37,
0.274512
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 5459, training loss: 0.27,
0.297529
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5460, training loss: 0.30,
0.242446
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 5461, training loss: 0.24,
0.336138
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5462, training loss: 0.34,
0.302796
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 5463, training loss: 0.30,
0.266324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5464, training loss: 0.27,
0.329751
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 5465, training loss: 0.33,
0.310713
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5466, training loss: 0.31,
0.341097
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5467, training loss: 0.34,
0.334628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5468, training loss: 0.33,
0.239526
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5469, training loss: 0.24,
0.357495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 5470, training loss: 0.36,
0.261483
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5471, training loss: 0.26,
0.454936
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5472, training loss: 0.45,
0.264102
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 5473, training loss: 0.26,
0.265682
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 5474, training loss: 0.27,
0.34861
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 5475, training loss: 0.35,
0.390605
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 5476, training loss: 0.39,
0.271516
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 5477, training loss: 0.27,
0.340196
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5478, training loss: 0.34,
0.301358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5479, training loss: 0.30,
0.291898
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 5480, training loss: 0.29,
0.426464
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5481, training loss: 0.43,
0.317909
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5482, training loss: 0.32,
0.317848
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5483, training loss: 0.32,
0.302876
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5484, training loss: 0.30,
0.318774
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5485, training loss: 0.32,
0.256831
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5486, training loss: 0.26,
0.281634
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5487, training loss: 0.28,
0.287266
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 5488, training loss: 0.29,
0.292349
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 5489, training loss: 0.29,
0.244716
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5490, training loss: 0.24,
0.360984
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 5491, training loss: 0.36,
0.274755
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 5492, training loss: 0.27,
0.460617
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 5493, training loss: 0.46,
0.358475
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 5494, training loss: 0.36,
0.362259
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 5495, training loss: 0.36,
0.245019
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5496, training loss: 0.25,
0.285137
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 5497, training loss: 0.29,
0.303118
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 5498, training loss: 0.30,
0.258005
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5499, training loss: 0.26,
0.309342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5500, training loss: 0.31,
0.345655
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5501, training loss: 0.35,
0.264286
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 5502, training loss: 0.26,
0.239899
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 5503, training loss: 0.24,
0.243248
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 5504, training loss: 0.24,
0.325524
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 5505, training loss: 0.33,
0.276147
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 5506, training loss: 0.28,
0.345018
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5507, training loss: 0.35,
0.339853
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 5508, training loss: 0.34,
0.235265
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5509, training loss: 0.24,
0.277784
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 5510, training loss: 0.28,
0.258906
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5511, training loss: 0.26,
0.33475
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5512, training loss: 0.33,
0.293834
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5513, training loss: 0.29,
0.384075
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5514, training loss: 0.38,
0.263501
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 5515, training loss: 0.26,
0.31689
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 5516, training loss: 0.32,
0.487275
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 5517, training loss: 0.49,
0.253482
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5518, training loss: 0.25,
0.406836
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5519, training loss: 0.41,
0.255945
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5520, training loss: 0.26,
0.286594
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 5521, training loss: 0.29,
0.217942
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 5522, training loss: 0.22,
0.376258
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 5523, training loss: 0.38,
0.237029
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 5524, training loss: 0.24,
0.376359
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 5525, training loss: 0.38,
0.291927
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 5526, training loss: 0.29,
0.255633
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 5527, training loss: 0.26,
0.357826
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5528, training loss: 0.36,
0.250337
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5529, training loss: 0.25,
0.304062
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5530, training loss: 0.30,
0.447073
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 5531, training loss: 0.45,
0.340177
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 5532, training loss: 0.34,
0.263647
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 5533, training loss: 0.26,
0.350333
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 5534, training loss: 0.35,
0.320918
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 5535, training loss: 0.32,
0.385727
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 5536, training loss: 0.39,
0.42492
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 5537, training loss: 0.42,
0.277475
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 5538, training loss: 0.28,
0.251291
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 5539, training loss: 0.25,
0.25826
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5540, training loss: 0.26,
0.286607
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5541, training loss: 0.29,
0.265295
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5542, training loss: 0.27,
0.279335
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 5543, training loss: 0.28,
0.371848
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5544, training loss: 0.37,
0.257504
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5545, training loss: 0.26,
0.315212
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 5546, training loss: 0.32,
0.331338
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5547, training loss: 0.33,
0.284923
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5548, training loss: 0.28,
0.276148
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 5549, training loss: 0.28,
0.260335
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 5550, training loss: 0.26,
0.374547
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 5551, training loss: 0.37,
0.262919
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5552, training loss: 0.26,
0.255451
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 5553, training loss: 0.26,
0.293925
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5554, training loss: 0.29,
0.278556
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5555, training loss: 0.28,
0.296426
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 5556, training loss: 0.30,
0.24114
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5557, training loss: 0.24,
0.40373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 5558, training loss: 0.40,
0.279609
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5559, training loss: 0.28,
0.278418
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 5560, training loss: 0.28,
0.312076
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 5561, training loss: 0.31,
0.274561
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 5562, training loss: 0.27,
0.305852
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5563, training loss: 0.31,
0.334814
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 5564, training loss: 0.33,
0.332382
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 5565, training loss: 0.33,
0.280529
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 5566, training loss: 0.28,
0.330406
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5567, training loss: 0.33,
0.447389
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 5568, training loss: 0.45,
0.235937
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 5569, training loss: 0.24,
0.451824
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5570, training loss: 0.45,
0.35447
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 5571, training loss: 0.35,
0.310359
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5572, training loss: 0.31,
0.316289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5573, training loss: 0.32,
0.332006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 5574, training loss: 0.33,
0.330655
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5575, training loss: 0.33,
0.212238
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5576, training loss: 0.21,
0.226334
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5577, training loss: 0.23,
0.393317
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 5578, training loss: 0.39,
0.319424
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5579, training loss: 0.32,
0.306342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 5580, training loss: 0.31,
0.326802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 5581, training loss: 0.33,
0.240964
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 5582, training loss: 0.24,
0.217627
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5583, training loss: 0.22,
0.252374
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5584, training loss: 0.25,
0.235225
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5585, training loss: 0.24,
0.319747
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5586, training loss: 0.32,
0.359721
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 5587, training loss: 0.36,
0.302116
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 5588, training loss: 0.30,
0.382857
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 5589, training loss: 0.38,
0.367348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 5590, training loss: 0.37,
0.264007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5591, training loss: 0.26,
0.356943
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5592, training loss: 0.36,
0.408324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5593, training loss: 0.41,
0.355369
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5594, training loss: 0.36,
0.225264
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5595, training loss: 0.23,
0.259935
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5596, training loss: 0.26,
0.308686
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5597, training loss: 0.31,
0.254943
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 5598, training loss: 0.25,
0.271482
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 5599, training loss: 0.27,
0.21413
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5600, training loss: 0.21,
0.221812
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5601, training loss: 0.22,
0.320664
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 5602, training loss: 0.32,
0.329251
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5603, training loss: 0.33,
0.288733
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 5604, training loss: 0.29,
0.259158
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 5605, training loss: 0.26,
0.259025
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 5606, training loss: 0.26,
0.331379
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5607, training loss: 0.33,
0.414611
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5608, training loss: 0.41,
0.37004
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5609, training loss: 0.37,
0.355123
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 5610, training loss: 0.36,
0.369342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5611, training loss: 0.37,
0.269754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 5612, training loss: 0.27,
0.29188
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 5613, training loss: 0.29,
0.323365
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 5614, training loss: 0.32,
0.299349
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 5615, training loss: 0.30,
0.228073
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5616, training loss: 0.23,
0.264665
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 5617, training loss: 0.26,
0.410698
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5618, training loss: 0.41,
0.252191
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5619, training loss: 0.25,
0.281413
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5620, training loss: 0.28,
0.427339
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5621, training loss: 0.43,
0.33761
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 5622, training loss: 0.34,
0.248747
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 5623, training loss: 0.25,
0.312444
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5624, training loss: 0.31,
0.257461
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5625, training loss: 0.26,
0.375823
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5626, training loss: 0.38,
0.307893
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 5627, training loss: 0.31,
0.302022
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 5628, training loss: 0.30,
0.222942
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5629, training loss: 0.22,
0.317913
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 5630, training loss: 0.32,
0.339986
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 5631, training loss: 0.34,
0.301264
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 5632, training loss: 0.30,
0.328605
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5633, training loss: 0.33,
0.300238
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5634, training loss: 0.30,
0.217008
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5635, training loss: 0.22,
0.246704
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5636, training loss: 0.25,
0.275438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5637, training loss: 0.28,
0.326287
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5638, training loss: 0.33,
0.251895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 5639, training loss: 0.25,
0.262277
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5640, training loss: 0.26,
0.297394
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5641, training loss: 0.30,
0.25531
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 5642, training loss: 0.26,
0.321865
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 5643, training loss: 0.32,
0.374389
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5644, training loss: 0.37,
0.331164
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5645, training loss: 0.33,
0.284771
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 5646, training loss: 0.28,
0.341321
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5647, training loss: 0.34,
0.248314
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 5648, training loss: 0.25,
0.260581
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 5649, training loss: 0.26,
0.296483
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5650, training loss: 0.30,
0.356352
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5651, training loss: 0.36,
0.27764
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 5652, training loss: 0.28,
0.233323
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5653, training loss: 0.23,
0.284263
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5654, training loss: 0.28,
0.224131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 5655, training loss: 0.22,
0.398607
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5656, training loss: 0.40,
0.251637
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 5657, training loss: 0.25,
0.339759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 5658, training loss: 0.34,
0.364479
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5659, training loss: 0.36,
0.268165
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 5660, training loss: 0.27,
0.394042
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 5661, training loss: 0.39,
0.286863
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5662, training loss: 0.29,
0.23362
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 5663, training loss: 0.23,
0.22073
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5664, training loss: 0.22,
0.281669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 5665, training loss: 0.28,
0.245853
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5666, training loss: 0.25,
0.347968
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5667, training loss: 0.35,
0.303522
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 5668, training loss: 0.30,
0.42769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 5669, training loss: 0.43,
0.332156
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 5670, training loss: 0.33,
0.245762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 5671, training loss: 0.25,
0.25496
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 5672, training loss: 0.25,
0.263289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5673, training loss: 0.26,
0.248789
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 5674, training loss: 0.25,
0.304505
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5675, training loss: 0.30,
0.385287
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5676, training loss: 0.39,
0.230294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 5677, training loss: 0.23,
0.315527
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5678, training loss: 0.32,
0.348117
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5679, training loss: 0.35,
0.296601
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 5680, training loss: 0.30,
0.38393
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5681, training loss: 0.38,
0.244999
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5682, training loss: 0.24,
0.231483
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 5683, training loss: 0.23,
0.227812
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 5684, training loss: 0.23,
0.204658
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 5685, training loss: 0.20,
0.215932
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 5686, training loss: 0.22,
0.389924
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5687, training loss: 0.39,
0.283658
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 5688, training loss: 0.28,
0.269688
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 5689, training loss: 0.27,
0.226663
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5690, training loss: 0.23,
0.319866
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 5691, training loss: 0.32,
0.396359
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5692, training loss: 0.40,
0.329023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5693, training loss: 0.33,
0.289414
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5694, training loss: 0.29,
0.244798
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 5695, training loss: 0.24,
0.314613
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5696, training loss: 0.31,
0.358968
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 5697, training loss: 0.36,
0.233635
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5698, training loss: 0.23,
0.450136
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5699, training loss: 0.45,
0.410101
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 5700, training loss: 0.41,
0.282193
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 5701, training loss: 0.28,
0.35
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5702, training loss: 0.35,
0.255683
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5703, training loss: 0.26,
0.348631
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5704, training loss: 0.35,
0.282639
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 5705, training loss: 0.28,
0.301237
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5706, training loss: 0.30,
0.399591
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 5707, training loss: 0.40,
0.261585
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5708, training loss: 0.26,
0.272336
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5709, training loss: 0.27,
0.321874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5710, training loss: 0.32,
0.35701
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 5711, training loss: 0.36,
0.220278
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5712, training loss: 0.22,
0.318431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 5713, training loss: 0.32,
0.2609
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5714, training loss: 0.26,
0.297365
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 5715, training loss: 0.30,
0.269325
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5716, training loss: 0.27,
0.284943
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 5717, training loss: 0.28,
0.286251
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5718, training loss: 0.29,
0.301659
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5719, training loss: 0.30,
0.233031
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5720, training loss: 0.23,
0.450023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 5721, training loss: 0.45,
0.302323
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5722, training loss: 0.30,
0.36669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5723, training loss: 0.37,
0.215481
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5724, training loss: 0.22,
0.351582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 5725, training loss: 0.35,
0.308422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5726, training loss: 0.31,
0.213618
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 5727, training loss: 0.21,
0.251869
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5728, training loss: 0.25,
0.279976
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5729, training loss: 0.28,
0.544707
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5730, training loss: 0.54,
0.286977
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 5731, training loss: 0.29,
0.362449
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 5732, training loss: 0.36,
0.290475
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5733, training loss: 0.29,
0.325361
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5734, training loss: 0.33,
0.456553
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 5735, training loss: 0.46,
0.234582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5736, training loss: 0.23,
0.312743
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5737, training loss: 0.31,
0.209669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5738, training loss: 0.21,
0.280056
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5739, training loss: 0.28,
0.29258
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 5740, training loss: 0.29,
0.532589
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 5741, training loss: 0.53,
0.340657
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5742, training loss: 0.34,
0.209422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5743, training loss: 0.21,
0.255769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5744, training loss: 0.26,
0.270407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5745, training loss: 0.27,
0.299354
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5746, training loss: 0.30,
0.247519
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 5747, training loss: 0.25,
0.311387
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5748, training loss: 0.31,
0.275968
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 5749, training loss: 0.28,
0.268032
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5750, training loss: 0.27,
0.330072
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 5751, training loss: 0.33,
0.249345
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5752, training loss: 0.25,
0.256613
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 5753, training loss: 0.26,
0.299554
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 5754, training loss: 0.30,
0.378145
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 5755, training loss: 0.38,
0.437271
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 5756, training loss: 0.44,
0.251534
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 5757, training loss: 0.25,
0.316385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5758, training loss: 0.32,
0.325851
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5759, training loss: 0.33,
0.333746
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5760, training loss: 0.33,
0.449555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5761, training loss: 0.45,
0.538933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 5762, training loss: 0.54,
0.295785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 5763, training loss: 0.30,
0.285221
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5764, training loss: 0.29,
0.284294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 5765, training loss: 0.28,
0.271232
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5766, training loss: 0.27,
0.349008
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 5767, training loss: 0.35,
0.239287
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 5768, training loss: 0.24,
0.295954
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 5769, training loss: 0.30,
0.27234
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 5770, training loss: 0.27,
0.222348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5771, training loss: 0.22,
0.247793
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5772, training loss: 0.25,
0.289586
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 5773, training loss: 0.29,
0.269245
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5774, training loss: 0.27,
0.306202
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 5775, training loss: 0.31,
0.231165
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 5776, training loss: 0.23,
0.242719
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5777, training loss: 0.24,
0.411359
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5778, training loss: 0.41,
0.230628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5779, training loss: 0.23,
0.257849
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 5780, training loss: 0.26,
0.248868
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 5781, training loss: 0.25,
0.291375
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5782, training loss: 0.29,
0.261057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 5783, training loss: 0.26,
0.489736
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5784, training loss: 0.49,
0.222315
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 5785, training loss: 0.22,
0.296941
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 5786, training loss: 0.30,
0.388818
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5787, training loss: 0.39,
0.248093
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 5788, training loss: 0.25,
0.371086
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5789, training loss: 0.37,
0.332736
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 5790, training loss: 0.33,
0.248683
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5791, training loss: 0.25,
0.289849
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 5792, training loss: 0.29,
0.454999
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5793, training loss: 0.45,
0.323727
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 5794, training loss: 0.32,
0.246144
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5795, training loss: 0.25,
0.446135
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5796, training loss: 0.45,
0.219267
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 5797, training loss: 0.22,
0.373284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 5798, training loss: 0.37,
0.29715
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5799, training loss: 0.30,
0.252573
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5800, training loss: 0.25,
0.355538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 5801, training loss: 0.36,
0.328176
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5802, training loss: 0.33,
0.307117
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 5803, training loss: 0.31,
0.260445
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5804, training loss: 0.26,
0.358592
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5805, training loss: 0.36,
0.332168
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5806, training loss: 0.33,
0.368998
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 5807, training loss: 0.37,
0.434976
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 5808, training loss: 0.43,
0.241052
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 5809, training loss: 0.24,
0.287719
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5810, training loss: 0.29,
0.395285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5811, training loss: 0.40,
0.237639
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5812, training loss: 0.24,
0.258362
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5813, training loss: 0.26,
0.292433
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 5814, training loss: 0.29,
0.381564
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5815, training loss: 0.38,
0.434605
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5816, training loss: 0.43,
0.237572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 5817, training loss: 0.24,
0.305995
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 5818, training loss: 0.31,
0.307296
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 5819, training loss: 0.31,
0.26053
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 5820, training loss: 0.26,
0.258426
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5821, training loss: 0.26,
0.282501
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5822, training loss: 0.28,
0.271239
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 5823, training loss: 0.27,
0.469822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5824, training loss: 0.47,
0.24551
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5825, training loss: 0.25,
0.471038
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 5826, training loss: 0.47,
0.213757
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5827, training loss: 0.21,
0.374236
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5828, training loss: 0.37,
0.417513
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 5829, training loss: 0.42,
0.390076
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 5830, training loss: 0.39,
0.321635
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 5831, training loss: 0.32,
0.382607
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 5832, training loss: 0.38,
0.317517
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 63.6% 20 way one-shot learning accuracy
iteration 5833, training loss: 0.32,
0.312106
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5834, training loss: 0.31,
0.338588
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5835, training loss: 0.34,
0.278645
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 5836, training loss: 0.28,
0.30862
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5837, training loss: 0.31,
0.426619
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5838, training loss: 0.43,
0.34098
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 5839, training loss: 0.34,
0.239825
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 5840, training loss: 0.24,
0.321441
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 5841, training loss: 0.32,
0.391495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 5842, training loss: 0.39,
0.241782
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5843, training loss: 0.24,
0.391852
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5844, training loss: 0.39,
0.259694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5845, training loss: 0.26,
0.455987
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 5846, training loss: 0.46,
0.392103
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5847, training loss: 0.39,
0.483377
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5848, training loss: 0.48,
0.327647
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 5849, training loss: 0.33,
0.317634
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5850, training loss: 0.32,
0.422477
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5851, training loss: 0.42,
0.288764
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 5852, training loss: 0.29,
0.283297
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 5853, training loss: 0.28,
0.28963
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 5854, training loss: 0.29,
0.437801
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 5855, training loss: 0.44,
0.260049
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 5856, training loss: 0.26,
0.25117
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 5857, training loss: 0.25,
0.334741
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5858, training loss: 0.33,
0.280778
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 5859, training loss: 0.28,
0.256387
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 5860, training loss: 0.26,
0.266222
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5861, training loss: 0.27,
0.251677
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 5862, training loss: 0.25,
0.293443
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 5863, training loss: 0.29,
0.314822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 5864, training loss: 0.31,
0.277978
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 5865, training loss: 0.28,
0.306264
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 5866, training loss: 0.31,
0.243288
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 5867, training loss: 0.24,
0.377162
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5868, training loss: 0.38,
0.259295
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5869, training loss: 0.26,
0.391311
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 5870, training loss: 0.39,
0.388438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.8% 20 way one-shot learning accuracy
iteration 5871, training loss: 0.39,
0.24379
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5872, training loss: 0.24,
0.258724
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5873, training loss: 0.26,
0.248533
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5874, training loss: 0.25,
0.272319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 5875, training loss: 0.27,
0.33868
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5876, training loss: 0.34,
0.289534
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 5877, training loss: 0.29,
0.251853
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 5878, training loss: 0.25,
0.281526
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5879, training loss: 0.28,
0.415966
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 5880, training loss: 0.42,
0.359482
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 5881, training loss: 0.36,
0.26883
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.4% 20 way one-shot learning accuracy
iteration 5882, training loss: 0.27,
0.413374
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5883, training loss: 0.41,
0.322261
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5884, training loss: 0.32,
0.309901
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 59.6% 20 way one-shot learning accuracy
iteration 5885, training loss: 0.31,
0.350291
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5886, training loss: 0.35,
0.308892
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 5887, training loss: 0.31,
0.311218
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 5888, training loss: 0.31,
0.320839
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5889, training loss: 0.32,
0.300994
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5890, training loss: 0.30,
0.323678
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 5891, training loss: 0.32,
0.256132
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 5892, training loss: 0.26,
0.287082
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 5893, training loss: 0.29,
0.22357
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 5894, training loss: 0.22,
0.291476
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 5895, training loss: 0.29,
0.278241
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5896, training loss: 0.28,
0.232656
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5897, training loss: 0.23,
0.35394
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 5898, training loss: 0.35,
0.26773
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5899, training loss: 0.27,
0.230787
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5900, training loss: 0.23,
0.284827
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5901, training loss: 0.28,
0.273884
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 5902, training loss: 0.27,
0.374123
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5903, training loss: 0.37,
0.349342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5904, training loss: 0.35,
0.370105
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 5905, training loss: 0.37,
0.24769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5906, training loss: 0.25,
0.39321
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5907, training loss: 0.39,
0.277768
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5908, training loss: 0.28,
0.22828
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5909, training loss: 0.23,
0.315371
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 5910, training loss: 0.32,
0.254824
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 5911, training loss: 0.25,
0.394031
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5912, training loss: 0.39,
0.354793
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5913, training loss: 0.35,
0.227478
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 5914, training loss: 0.23,
0.308459
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5915, training loss: 0.31,
0.316017
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 5916, training loss: 0.32,
0.23657
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5917, training loss: 0.24,
0.376745
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 5918, training loss: 0.38,
0.246021
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5919, training loss: 0.25,
0.342918
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 5920, training loss: 0.34,
0.366318
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5921, training loss: 0.37,
0.283437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 5922, training loss: 0.28,
0.285803
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 5923, training loss: 0.29,
0.242972
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5924, training loss: 0.24,
0.24756
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5925, training loss: 0.25,
0.336671
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 5926, training loss: 0.34,
0.242023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5927, training loss: 0.24,
0.225993
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 5928, training loss: 0.23,
0.237133
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 5929, training loss: 0.24,
0.327963
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5930, training loss: 0.33,
0.421246
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 5931, training loss: 0.42,
0.244723
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 5932, training loss: 0.24,
0.32465
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 5933, training loss: 0.32,
0.277221
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5934, training loss: 0.28,
0.303811
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5935, training loss: 0.30,
0.276571
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 5936, training loss: 0.28,
0.325894
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5937, training loss: 0.33,
0.30438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5938, training loss: 0.30,
0.272375
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5939, training loss: 0.27,
0.473925
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 5940, training loss: 0.47,
0.268709
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 5941, training loss: 0.27,
0.262961
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 5942, training loss: 0.26,
0.243149
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 61.2% 20 way one-shot learning accuracy
iteration 5943, training loss: 0.24,
0.37688
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5944, training loss: 0.38,
0.293259
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 5945, training loss: 0.29,
0.299427
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 5946, training loss: 0.30,
0.281239
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 5947, training loss: 0.28,
0.445456
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5948, training loss: 0.45,
0.26066
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 5949, training loss: 0.26,
0.273584
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 5950, training loss: 0.27,
0.331643
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5951, training loss: 0.33,
0.22729
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 5952, training loss: 0.23,
0.280491
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 5953, training loss: 0.28,
0.277245
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 5954, training loss: 0.28,
0.301141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 5955, training loss: 0.30,
0.253364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 5956, training loss: 0.25,
0.449446
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 5957, training loss: 0.45,
0.238662
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 5958, training loss: 0.24,
0.262647
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 5959, training loss: 0.26,
0.297662
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5960, training loss: 0.30,
0.384034
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 5961, training loss: 0.38,
0.257896
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5962, training loss: 0.26,
0.310712
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 5963, training loss: 0.31,
0.283771
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5964, training loss: 0.28,
0.230624
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5965, training loss: 0.23,
0.246611
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 5966, training loss: 0.25,
0.370975
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 5967, training loss: 0.37,
0.325866
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5968, training loss: 0.33,
0.281142
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 5969, training loss: 0.28,
0.36527
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5970, training loss: 0.37,
0.275591
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 5971, training loss: 0.28,
0.319224
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 5972, training loss: 0.32,
0.352891
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 5973, training loss: 0.35,
0.253642
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 5974, training loss: 0.25,
0.248357
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 5975, training loss: 0.25,
0.49194
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 5976, training loss: 0.49,
0.343814
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 5977, training loss: 0.34,
0.3447
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 5978, training loss: 0.34,
0.321103
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 5979, training loss: 0.32,
0.325111
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5980, training loss: 0.33,
0.210698
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 5981, training loss: 0.21,
0.303675
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 5982, training loss: 0.30,
0.279231
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 5983, training loss: 0.28,
0.547388
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 5984, training loss: 0.55,
0.240712
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5985, training loss: 0.24,
0.333926
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 5986, training loss: 0.33,
0.275559
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 5987, training loss: 0.28,
0.195629
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 5988, training loss: 0.20,
0.26885
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 5989, training loss: 0.27,
0.251959
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 5990, training loss: 0.25,
0.272681
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 5991, training loss: 0.27,
0.221849
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 5992, training loss: 0.22,
0.459458
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 5993, training loss: 0.46,
0.218083
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 5994, training loss: 0.22,
0.234652
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5995, training loss: 0.23,
0.23378
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 5996, training loss: 0.23,
0.265519
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 5997, training loss: 0.27,
0.254052
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 5998, training loss: 0.25,
0.26688
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 5999, training loss: 0.27,
0.266385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6000, training loss: 0.27,
0.282938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 6001, training loss: 0.28,
0.247006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 6002, training loss: 0.25,
0.617688
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 6003, training loss: 0.62,
0.201883
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6004, training loss: 0.20,
0.316539
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 6005, training loss: 0.32,
0.410313
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6006, training loss: 0.41,
0.266617
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6007, training loss: 0.27,
0.222027
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 6008, training loss: 0.22,
0.316697
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 6009, training loss: 0.32,
0.393712
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6010, training loss: 0.39,
0.219568
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 6011, training loss: 0.22,
0.367205
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 6012, training loss: 0.37,
0.251533
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6013, training loss: 0.25,
0.228744
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 6014, training loss: 0.23,
0.369266
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 6015, training loss: 0.37,
0.321262
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 6016, training loss: 0.32,
0.255519
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 6017, training loss: 0.26,
0.267675
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 6018, training loss: 0.27,
0.296845
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 6019, training loss: 0.30,
0.295972
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.0% 20 way one-shot learning accuracy
iteration 6020, training loss: 0.30,
0.27221
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6021, training loss: 0.27,
0.321388
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 6022, training loss: 0.32,
0.274869
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6023, training loss: 0.27,
0.222983
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 6024, training loss: 0.22,
0.276744
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6025, training loss: 0.28,
0.225956
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 6026, training loss: 0.23,
0.250967
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 6027, training loss: 0.25,
0.369743
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 6028, training loss: 0.37,
0.380411
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6029, training loss: 0.38,
0.319667
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6030, training loss: 0.32,
0.23453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6031, training loss: 0.23,
0.262141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6032, training loss: 0.26,
0.397159
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6033, training loss: 0.40,
0.260997
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6034, training loss: 0.26,
0.259276
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6035, training loss: 0.26,
0.271402
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 6036, training loss: 0.27,
0.28544
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6037, training loss: 0.29,
0.247341
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 6038, training loss: 0.25,
0.266111
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6039, training loss: 0.27,
0.306018
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6040, training loss: 0.31,
0.30305
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6041, training loss: 0.30,
0.260273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6042, training loss: 0.26,
0.252485
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6043, training loss: 0.25,
0.255513
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6044, training loss: 0.26,
0.257698
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6045, training loss: 0.26,
0.327113
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6046, training loss: 0.33,
0.315503
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 6047, training loss: 0.32,
0.350739
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 6048, training loss: 0.35,
0.30098
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 6049, training loss: 0.30,
0.233634
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6050, training loss: 0.23,
0.46694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 6051, training loss: 0.47,
0.315306
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6052, training loss: 0.32,
0.272636
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 6053, training loss: 0.27,
0.328992
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6054, training loss: 0.33,
0.214576
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6055, training loss: 0.21,
0.239401
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 6056, training loss: 0.24,
0.302309
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6057, training loss: 0.30,
0.230327
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6058, training loss: 0.23,
0.305972
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6059, training loss: 0.31,
0.277634
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6060, training loss: 0.28,
0.384286
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6061, training loss: 0.38,
0.285908
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6062, training loss: 0.29,
0.225043
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6063, training loss: 0.23,
0.236041
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6064, training loss: 0.24,
0.318508
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 6065, training loss: 0.32,
0.30522
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 6066, training loss: 0.31,
0.322033
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6067, training loss: 0.32,
0.239822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 6068, training loss: 0.24,
0.310318
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6069, training loss: 0.31,
0.380834
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 6070, training loss: 0.38,
0.263769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 6071, training loss: 0.26,
0.263481
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6072, training loss: 0.26,
0.264124
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6073, training loss: 0.26,
0.320605
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6074, training loss: 0.32,
0.266313
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6075, training loss: 0.27,
0.595102
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 6076, training loss: 0.60,
0.28875
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 6077, training loss: 0.29,
0.276893
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6078, training loss: 0.28,
0.23561
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6079, training loss: 0.24,
0.30894
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6080, training loss: 0.31,
0.306098
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6081, training loss: 0.31,
0.244356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 6082, training loss: 0.24,
0.282635
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6083, training loss: 0.28,
0.306795
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6084, training loss: 0.31,
0.268248
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 6085, training loss: 0.27,
0.314392
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 6086, training loss: 0.31,
0.297588
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6087, training loss: 0.30,
0.235917
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6088, training loss: 0.24,
0.2283
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6089, training loss: 0.23,
0.288303
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 6090, training loss: 0.29,
0.253524
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6091, training loss: 0.25,
0.363542
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 6092, training loss: 0.36,
0.26673
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 6093, training loss: 0.27,
0.250899
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 6094, training loss: 0.25,
0.38947
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6095, training loss: 0.39,
0.26505
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 6096, training loss: 0.27,
0.32867
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6097, training loss: 0.33,
0.36707
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 6098, training loss: 0.37,
0.302377
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6099, training loss: 0.30,
0.238188
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6100, training loss: 0.24,
0.273725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 6101, training loss: 0.27,
0.228395
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6102, training loss: 0.23,
0.276818
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6103, training loss: 0.28,
0.224932
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 6104, training loss: 0.22,
0.230674
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6105, training loss: 0.23,
0.249924
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 6106, training loss: 0.25,
0.226302
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6107, training loss: 0.23,
0.318516
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 6108, training loss: 0.32,
0.230783
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 6109, training loss: 0.23,
0.253568
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6110, training loss: 0.25,
0.309754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 6111, training loss: 0.31,
0.211212
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6112, training loss: 0.21,
0.331208
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6113, training loss: 0.33,
0.467754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6114, training loss: 0.47,
0.276338
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 6115, training loss: 0.28,
0.276572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6116, training loss: 0.28,
0.368418
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 6117, training loss: 0.37,
0.431071
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6118, training loss: 0.43,
0.414565
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6119, training loss: 0.41,
0.313886
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 6120, training loss: 0.31,
0.241781
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6121, training loss: 0.24,
0.219909
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 6122, training loss: 0.22,
0.219703
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 6123, training loss: 0.22,
0.23402
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 6124, training loss: 0.23,
0.238349
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6125, training loss: 0.24,
0.324562
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 6126, training loss: 0.32,
0.278829
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 6127, training loss: 0.28,
0.267698
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6128, training loss: 0.27,
0.238585
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6129, training loss: 0.24,
0.249646
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 6130, training loss: 0.25,
0.230614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 6131, training loss: 0.23,
0.269366
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6132, training loss: 0.27,
0.205706
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 6133, training loss: 0.21,
0.221822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 6134, training loss: 0.22,
0.244153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 6135, training loss: 0.24,
0.237474
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6136, training loss: 0.24,
0.316628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 6137, training loss: 0.32,
0.26769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 6138, training loss: 0.27,
0.274754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 6139, training loss: 0.27,
0.331311
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 6140, training loss: 0.33,
0.241847
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 6141, training loss: 0.24,
0.224237
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6142, training loss: 0.22,
0.28171
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 6143, training loss: 0.28,
0.420743
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 6144, training loss: 0.42,
0.216796
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 6145, training loss: 0.22,
0.228458
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6146, training loss: 0.23,
0.346441
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6147, training loss: 0.35,
0.24701
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 6148, training loss: 0.25,
0.307069
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 6149, training loss: 0.31,
0.334328
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6150, training loss: 0.33,
0.233032
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6151, training loss: 0.23,
0.312909
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 6152, training loss: 0.31,
0.227763
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6153, training loss: 0.23,
0.244199
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6154, training loss: 0.24,
0.289895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6155, training loss: 0.29,
0.390641
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 6156, training loss: 0.39,
0.394089
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6157, training loss: 0.39,
0.274039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6158, training loss: 0.27,
0.312373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6159, training loss: 0.31,
0.460118
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 6160, training loss: 0.46,
0.430008
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6161, training loss: 0.43,
0.413155
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 6162, training loss: 0.41,
0.355095
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6163, training loss: 0.36,
0.244036
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6164, training loss: 0.24,
0.280347
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6165, training loss: 0.28,
0.214293
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 6166, training loss: 0.21,
0.338136
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 6167, training loss: 0.34,
0.380012
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 6168, training loss: 0.38,
0.382656
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 6169, training loss: 0.38,
0.230381
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6170, training loss: 0.23,
0.221598
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6171, training loss: 0.22,
0.300284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6172, training loss: 0.30,
0.273382
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6173, training loss: 0.27,
0.219837
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6174, training loss: 0.22,
0.233628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6175, training loss: 0.23,
0.185031
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6176, training loss: 0.19,
0.266712
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 6177, training loss: 0.27,
0.206559
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 6178, training loss: 0.21,
0.233582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6179, training loss: 0.23,
0.282241
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 6180, training loss: 0.28,
0.345622
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 6181, training loss: 0.35,
0.347288
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6182, training loss: 0.35,
0.313412
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 6183, training loss: 0.31,
0.240454
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 6184, training loss: 0.24,
0.238532
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 6185, training loss: 0.24,
0.314381
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6186, training loss: 0.31,
0.213862
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 6187, training loss: 0.21,
0.247943
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 6188, training loss: 0.25,
0.307867
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6189, training loss: 0.31,
0.278502
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 6190, training loss: 0.28,
0.228991
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 6191, training loss: 0.23,
0.437635
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 6192, training loss: 0.44,
0.282907
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 6193, training loss: 0.28,
0.315367
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6194, training loss: 0.32,
0.27853
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 6195, training loss: 0.28,
0.255984
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6196, training loss: 0.26,
0.401956
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6197, training loss: 0.40,
0.435088
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 6198, training loss: 0.44,
0.246474
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 6199, training loss: 0.25,
0.298998
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6200, training loss: 0.30,
0.225896
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6201, training loss: 0.23,
0.38437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 6202, training loss: 0.38,
0.282802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6203, training loss: 0.28,
0.205156
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 6204, training loss: 0.21,
0.255536
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 6205, training loss: 0.26,
0.357294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6206, training loss: 0.36,
0.229045
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6207, training loss: 0.23,
0.284006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 6208, training loss: 0.28,
0.233746
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 6209, training loss: 0.23,
0.265649
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 6210, training loss: 0.27,
0.240835
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6211, training loss: 0.24,
0.370009
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 6212, training loss: 0.37,
0.324348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6213, training loss: 0.32,
0.23905
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6214, training loss: 0.24,
0.281568
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6215, training loss: 0.28,
0.312996
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6216, training loss: 0.31,
0.291874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 6217, training loss: 0.29,
0.255391
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 6218, training loss: 0.26,
0.232827
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6219, training loss: 0.23,
0.248022
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 6220, training loss: 0.25,
0.299181
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6221, training loss: 0.30,
0.231857
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6222, training loss: 0.23,
0.323454
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 6223, training loss: 0.32,
0.217062
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 6224, training loss: 0.22,
0.264754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 6225, training loss: 0.26,
0.241695
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6226, training loss: 0.24,
0.275226
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 6227, training loss: 0.28,
0.30277
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6228, training loss: 0.30,
0.214167
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6229, training loss: 0.21,
0.285378
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6230, training loss: 0.29,
0.453333
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6231, training loss: 0.45,
0.346492
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 6232, training loss: 0.35,
0.330981
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6233, training loss: 0.33,
0.207053
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 6234, training loss: 0.21,
0.255795
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6235, training loss: 0.26,
0.272569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 6236, training loss: 0.27,
0.270318
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6237, training loss: 0.27,
0.276803
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 6238, training loss: 0.28,
0.240309
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 6239, training loss: 0.24,
0.271192
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 6240, training loss: 0.27,
0.253481
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 6241, training loss: 0.25,
0.267831
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6242, training loss: 0.27,
0.32112
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6243, training loss: 0.32,
0.2848
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 6244, training loss: 0.28,
0.220609
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 6245, training loss: 0.22,
0.334522
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6246, training loss: 0.33,
0.299674
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6247, training loss: 0.30,
0.255977
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 6248, training loss: 0.26,
0.311795
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6249, training loss: 0.31,
0.305741
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6250, training loss: 0.31,
0.372125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6251, training loss: 0.37,
0.237135
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6252, training loss: 0.24,
0.226584
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 6253, training loss: 0.23,
0.311778
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 6254, training loss: 0.31,
0.237423
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 6255, training loss: 0.24,
0.266464
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 6256, training loss: 0.27,
0.394535
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 6257, training loss: 0.39,
0.23954
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6258, training loss: 0.24,
0.419569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6259, training loss: 0.42,
0.254098
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 6260, training loss: 0.25,
0.307654
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6261, training loss: 0.31,
0.305154
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 6262, training loss: 0.31,
0.244728
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6263, training loss: 0.24,
0.448326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 6264, training loss: 0.45,
0.246232
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 6265, training loss: 0.25,
0.275685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6266, training loss: 0.28,
0.255163
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6267, training loss: 0.26,
0.256274
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 6268, training loss: 0.26,
0.26853
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6269, training loss: 0.27,
0.208571
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6270, training loss: 0.21,
0.263842
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6271, training loss: 0.26,
0.274758
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6272, training loss: 0.27,
0.204889
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 6273, training loss: 0.20,
0.238191
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 6274, training loss: 0.24,
0.325597
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 6275, training loss: 0.33,
0.374877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6276, training loss: 0.37,
0.218977
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 6277, training loss: 0.22,
0.245348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 6278, training loss: 0.25,
0.234659
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6279, training loss: 0.23,
0.241675
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 6280, training loss: 0.24,
0.393807
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6281, training loss: 0.39,
0.230215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6282, training loss: 0.23,
0.331918
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6283, training loss: 0.33,
0.254265
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6284, training loss: 0.25,
0.285275
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 6285, training loss: 0.29,
0.441513
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6286, training loss: 0.44,
0.243946
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 6287, training loss: 0.24,
0.283367
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6288, training loss: 0.28,
0.240691
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6289, training loss: 0.24,
0.398235
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 6290, training loss: 0.40,
0.231801
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 6291, training loss: 0.23,
0.225266
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 6292, training loss: 0.23,
0.242641
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6293, training loss: 0.24,
0.266581
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6294, training loss: 0.27,
0.264595
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 6295, training loss: 0.26,
0.276015
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 6296, training loss: 0.28,
0.409252
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 6297, training loss: 0.41,
0.212781
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6298, training loss: 0.21,
0.224941
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 6299, training loss: 0.22,
0.319456
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 6300, training loss: 0.32,
0.232642
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 6301, training loss: 0.23,
0.474265
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 6302, training loss: 0.47,
0.23661
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6303, training loss: 0.24,
0.259255
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 6304, training loss: 0.26,
0.269665
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 6305, training loss: 0.27,
0.421827
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6306, training loss: 0.42,
0.209618
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6307, training loss: 0.21,
0.252757
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 6308, training loss: 0.25,
0.270447
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 6309, training loss: 0.27,
0.220941
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 6310, training loss: 0.22,
0.294997
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 6311, training loss: 0.29,
0.421301
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 6312, training loss: 0.42,
0.352356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 6313, training loss: 0.35,
0.196634
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 6314, training loss: 0.20,
0.293156
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 6315, training loss: 0.29,
0.24475
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 6316, training loss: 0.24,
0.291327
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 6317, training loss: 0.29,
0.26593
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 6318, training loss: 0.27,
0.288175
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6319, training loss: 0.29,
0.261619
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 6320, training loss: 0.26,
0.267179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 6321, training loss: 0.27,
0.2643
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 6322, training loss: 0.26,
0.263705
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 6323, training loss: 0.26,
0.358049
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6324, training loss: 0.36,
0.319015
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6325, training loss: 0.32,
0.341877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6326, training loss: 0.34,
0.262086
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 6327, training loss: 0.26,
0.257833
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6328, training loss: 0.26,
0.260273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 6329, training loss: 0.26,
0.317442
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 6330, training loss: 0.32,
0.327022
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 6331, training loss: 0.33,
0.278473
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6332, training loss: 0.28,
0.274974
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6333, training loss: 0.27,
0.269338
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 6334, training loss: 0.27,
0.235571
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 6335, training loss: 0.24,
0.40599
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 6336, training loss: 0.41,
0.270062
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 6337, training loss: 0.27,
0.258407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 6338, training loss: 0.26,
0.253816
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 6339, training loss: 0.25,
0.280754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6340, training loss: 0.28,
0.315937
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 6341, training loss: 0.32,
0.315214
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 6342, training loss: 0.32,
0.269649
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 6343, training loss: 0.27,
0.250867
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6344, training loss: 0.25,
0.280579
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 6345, training loss: 0.28,
0.247556
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6346, training loss: 0.25,
0.29113
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6347, training loss: 0.29,
0.37445
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6348, training loss: 0.37,
0.388506
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 6349, training loss: 0.39,
0.224056
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6350, training loss: 0.22,
0.274756
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 6351, training loss: 0.27,
0.220623
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 6352, training loss: 0.22,
0.418312
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6353, training loss: 0.42,
0.277668
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6354, training loss: 0.28,
0.386941
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6355, training loss: 0.39,
0.247759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6356, training loss: 0.25,
0.277017
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6357, training loss: 0.28,
0.26449
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 6358, training loss: 0.26,
0.273987
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6359, training loss: 0.27,
0.26314
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6360, training loss: 0.26,
0.245581
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 6361, training loss: 0.25,
0.357701
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 6362, training loss: 0.36,
0.231313
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6363, training loss: 0.23,
0.217344
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6364, training loss: 0.22,
0.325364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 6365, training loss: 0.33,
0.36607
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6366, training loss: 0.37,
0.336444
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6367, training loss: 0.34,
0.419658
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6368, training loss: 0.42,
0.200825
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6369, training loss: 0.20,
0.259789
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6370, training loss: 0.26,
0.247284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6371, training loss: 0.25,
0.239511
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6372, training loss: 0.24,
0.318035
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6373, training loss: 0.32,
0.225345
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6374, training loss: 0.23,
0.340472
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 6375, training loss: 0.34,
0.20811
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 6376, training loss: 0.21,
0.283494
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6377, training loss: 0.28,
0.442153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 6378, training loss: 0.44,
0.329359
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6379, training loss: 0.33,
0.22322
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6380, training loss: 0.22,
0.303185
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 6381, training loss: 0.30,
0.316014
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6382, training loss: 0.32,
0.28323
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 6383, training loss: 0.28,
0.319424
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6384, training loss: 0.32,
0.332762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 6385, training loss: 0.33,
0.232796
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6386, training loss: 0.23,
0.270747
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6387, training loss: 0.27,
0.236234
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6388, training loss: 0.24,
0.217531
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 6389, training loss: 0.22,
0.269649
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6390, training loss: 0.27,
0.263529
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6391, training loss: 0.26,
0.338261
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6392, training loss: 0.34,
0.340225
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6393, training loss: 0.34,
0.215152
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6394, training loss: 0.22,
0.294793
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 6395, training loss: 0.29,
0.23598
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6396, training loss: 0.24,
0.209729
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 6397, training loss: 0.21,
0.239134
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6398, training loss: 0.24,
0.194916
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 6399, training loss: 0.19,
0.250184
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 6400, training loss: 0.25,
0.310866
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 6401, training loss: 0.31,
0.25168
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6402, training loss: 0.25,
0.281935
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 6403, training loss: 0.28,
0.229523
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6404, training loss: 0.23,
0.215847
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 6405, training loss: 0.22,
0.432039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 6406, training loss: 0.43,
0.348694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 6407, training loss: 0.35,
0.385276
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 6408, training loss: 0.39,
0.341441
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 6409, training loss: 0.34,
0.316679
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 6410, training loss: 0.32,
0.214014
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 6411, training loss: 0.21,
0.223582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 6412, training loss: 0.22,
0.305641
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 6413, training loss: 0.31,
0.273667
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 6414, training loss: 0.27,
0.18437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6415, training loss: 0.18,
0.22337
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 6416, training loss: 0.22,
0.331304
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6417, training loss: 0.33,
0.250083
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 6418, training loss: 0.25,
0.250986
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 6419, training loss: 0.25,
0.255528
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6420, training loss: 0.26,
0.225196
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 6421, training loss: 0.23,
0.330078
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 6422, training loss: 0.33,
0.228669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6423, training loss: 0.23,
0.258479
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6424, training loss: 0.26,
0.305147
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6425, training loss: 0.31,
0.245247
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6426, training loss: 0.25,
0.237581
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6427, training loss: 0.24,
0.246343
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 6428, training loss: 0.25,
0.312801
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 6429, training loss: 0.31,
0.299863
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 6430, training loss: 0.30,
0.248652
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 6431, training loss: 0.25,
0.275888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 6432, training loss: 0.28,
0.313672
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 6433, training loss: 0.31,
0.267408
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 6434, training loss: 0.27,
0.297717
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6435, training loss: 0.30,
0.273799
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 6436, training loss: 0.27,
0.274977
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 6437, training loss: 0.27,
0.251482
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 6438, training loss: 0.25,
0.291014
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 6439, training loss: 0.29,
0.195965
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 6440, training loss: 0.20,
0.226933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 6441, training loss: 0.23,
0.258461
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6442, training loss: 0.26,
0.239523
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 6443, training loss: 0.24,
0.412474
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 6444, training loss: 0.41,
0.327214
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 6445, training loss: 0.33,
0.223992
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6446, training loss: 0.22,
0.359486
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 6447, training loss: 0.36,
0.29038
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6448, training loss: 0.29,
0.206649
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 6449, training loss: 0.21,
0.280174
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 6450, training loss: 0.28,
0.237026
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6451, training loss: 0.24,
0.205571
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6452, training loss: 0.21,
0.348269
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 6453, training loss: 0.35,
0.26651
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 6454, training loss: 0.27,
0.25217
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 6455, training loss: 0.25,
0.247391
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6456, training loss: 0.25,
0.409348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6457, training loss: 0.41,
0.342251
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 6458, training loss: 0.34,
0.294501
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 6459, training loss: 0.29,
0.217367
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6460, training loss: 0.22,
0.210996
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6461, training loss: 0.21,
0.254746
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 6462, training loss: 0.25,
0.269949
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 6463, training loss: 0.27,
0.264401
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6464, training loss: 0.26,
0.227056
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6465, training loss: 0.23,
0.209233
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6466, training loss: 0.21,
0.328052
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 6467, training loss: 0.33,
0.254816
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 6468, training loss: 0.25,
0.324241
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6469, training loss: 0.32,
0.364102
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 6470, training loss: 0.36,
0.283374
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 6471, training loss: 0.28,
0.308374
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 6472, training loss: 0.31,
0.19001
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 6473, training loss: 0.19,
0.267812
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6474, training loss: 0.27,
0.261816
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6475, training loss: 0.26,
0.276562
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6476, training loss: 0.28,
0.211215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 6477, training loss: 0.21,
0.218673
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6478, training loss: 0.22,
0.424558
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 6479, training loss: 0.42,
0.363425
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 6480, training loss: 0.36,
0.292188
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 6481, training loss: 0.29,
0.231911
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 6482, training loss: 0.23,
0.264758
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6483, training loss: 0.26,
0.218769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6484, training loss: 0.22,
0.374063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 6485, training loss: 0.37,
0.319323
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 6486, training loss: 0.32,
0.210342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6487, training loss: 0.21,
0.313968
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 6488, training loss: 0.31,
0.269919
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 6489, training loss: 0.27,
0.235226
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 6490, training loss: 0.24,
0.269951
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6491, training loss: 0.27,
0.283281
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6492, training loss: 0.28,
0.217176
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6493, training loss: 0.22,
0.382273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6494, training loss: 0.38,
0.274749
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6495, training loss: 0.27,
0.272452
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 6496, training loss: 0.27,
0.227834
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6497, training loss: 0.23,
0.204831
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 6498, training loss: 0.20,
0.256161
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 6499, training loss: 0.26,
0.246747
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 6500, training loss: 0.25,
0.276892
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6501, training loss: 0.28,
0.211187
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6502, training loss: 0.21,
0.462668
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 6503, training loss: 0.46,
0.284318
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 6504, training loss: 0.28,
0.373412
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6505, training loss: 0.37,
0.215963
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 6506, training loss: 0.22,
0.362635
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6507, training loss: 0.36,
0.22456
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 6508, training loss: 0.22,
0.215042
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 6509, training loss: 0.22,
0.234339
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6510, training loss: 0.23,
0.28251
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 6511, training loss: 0.28,
0.2048
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6512, training loss: 0.20,
0.269985
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 6513, training loss: 0.27,
0.233614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 6514, training loss: 0.23,
0.269416
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 6515, training loss: 0.27,
0.23114
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 6516, training loss: 0.23,
0.404125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6517, training loss: 0.40,
0.251324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 6518, training loss: 0.25,
0.235368
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 6519, training loss: 0.24,
0.194439
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 6520, training loss: 0.19,
0.28648
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 6521, training loss: 0.29,
0.411384
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6522, training loss: 0.41,
0.273439
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 6523, training loss: 0.27,
0.272093
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 6524, training loss: 0.27,
0.189748
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6525, training loss: 0.19,
0.348809
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 6526, training loss: 0.35,
0.332774
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6527, training loss: 0.33,
0.303233
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6528, training loss: 0.30,
0.255218
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6529, training loss: 0.26,
0.200908
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 6530, training loss: 0.20,
0.238118
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6531, training loss: 0.24,
0.295753
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 6532, training loss: 0.30,
0.295569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 6533, training loss: 0.30,
0.416201
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 6534, training loss: 0.42,
0.316777
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 6535, training loss: 0.32,
0.205587
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 6536, training loss: 0.21,
0.218987
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6537, training loss: 0.22,
0.199436
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6538, training loss: 0.20,
0.367812
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6539, training loss: 0.37,
0.301011
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 6540, training loss: 0.30,
0.23341
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6541, training loss: 0.23,
0.295581
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 6542, training loss: 0.30,
0.209728
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6543, training loss: 0.21,
0.262657
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6544, training loss: 0.26,
0.224613
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6545, training loss: 0.22,
0.230373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6546, training loss: 0.23,
0.364438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 6547, training loss: 0.36,
0.244778
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6548, training loss: 0.24,
0.296078
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 6549, training loss: 0.30,
0.224317
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 6550, training loss: 0.22,
0.248712
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 6551, training loss: 0.25,
0.260429
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6552, training loss: 0.26,
0.285888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 6553, training loss: 0.29,
0.351831
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6554, training loss: 0.35,
0.215019
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 6555, training loss: 0.22,
0.203842
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 6556, training loss: 0.20,
0.334614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6557, training loss: 0.33,
0.28585
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6558, training loss: 0.29,
0.201
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 6559, training loss: 0.20,
0.26283
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 6560, training loss: 0.26,
0.227114
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 6561, training loss: 0.23,
0.240396
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 6562, training loss: 0.24,
0.28196
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 6563, training loss: 0.28,
0.229301
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6564, training loss: 0.23,
0.276829
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 6565, training loss: 0.28,
0.270089
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 6566, training loss: 0.27,
0.300332
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 6567, training loss: 0.30,
0.239091
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 6568, training loss: 0.24,
0.30257
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 6569, training loss: 0.30,
0.317002
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 6570, training loss: 0.32,
0.216992
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6571, training loss: 0.22,
0.20981
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6572, training loss: 0.21,
0.463838
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6573, training loss: 0.46,
0.258686
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6574, training loss: 0.26,
0.239174
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 6575, training loss: 0.24,
0.265041
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 6576, training loss: 0.27,
0.279178
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6577, training loss: 0.28,
0.24573
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 6578, training loss: 0.25,
0.243535
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6579, training loss: 0.24,
0.30666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 6580, training loss: 0.31,
0.242324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6581, training loss: 0.24,
0.263735
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6582, training loss: 0.26,
0.232961
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 6583, training loss: 0.23,
0.357094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 6584, training loss: 0.36,
0.286499
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6585, training loss: 0.29,
0.367002
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 6586, training loss: 0.37,
0.224279
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 6587, training loss: 0.22,
0.242371
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 6588, training loss: 0.24,
0.21368
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6589, training loss: 0.21,
0.260358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 6590, training loss: 0.26,
0.20646
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 6591, training loss: 0.21,
0.281938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 6592, training loss: 0.28,
0.319527
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6593, training loss: 0.32,
0.308336
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 6594, training loss: 0.31,
0.365909
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 6595, training loss: 0.37,
0.235936
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 6596, training loss: 0.24,
0.367193
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6597, training loss: 0.37,
0.241623
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6598, training loss: 0.24,
0.354086
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6599, training loss: 0.35,
0.212324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6600, training loss: 0.21,
0.211984
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 6601, training loss: 0.21,
0.203594
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6602, training loss: 0.20,
0.280394
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 6603, training loss: 0.28,
0.304076
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 6604, training loss: 0.30,
0.238094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6605, training loss: 0.24,
0.270824
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6606, training loss: 0.27,
0.251357
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 6607, training loss: 0.25,
0.225383
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 6608, training loss: 0.23,
0.222564
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 6609, training loss: 0.22,
0.233414
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6610, training loss: 0.23,
0.270584
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 6611, training loss: 0.27,
0.325559
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 6612, training loss: 0.33,
0.299442
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 6613, training loss: 0.30,
0.326108
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 6614, training loss: 0.33,
0.251055
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 6615, training loss: 0.25,
0.283175
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 6616, training loss: 0.28,
0.229129
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 6617, training loss: 0.23,
0.241927
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 6618, training loss: 0.24,
0.234214
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6619, training loss: 0.23,
0.209782
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 6620, training loss: 0.21,
0.250515
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6621, training loss: 0.25,
0.285346
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 6622, training loss: 0.29,
0.247831
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 6623, training loss: 0.25,
0.25919
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6624, training loss: 0.26,
0.412109
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6625, training loss: 0.41,
0.219736
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 6626, training loss: 0.22,
0.346456
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6627, training loss: 0.35,
0.33442
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 6628, training loss: 0.33,
0.259097
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 6629, training loss: 0.26,
0.333375
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6630, training loss: 0.33,
0.248579
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6631, training loss: 0.25,
0.254038
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 6632, training loss: 0.25,
0.35298
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 6633, training loss: 0.35,
0.249056
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6634, training loss: 0.25,
0.388362
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 6635, training loss: 0.39,
0.232017
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6636, training loss: 0.23,
0.309233
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6637, training loss: 0.31,
0.229971
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 6638, training loss: 0.23,
0.390432
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 6639, training loss: 0.39,
0.321563
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 6640, training loss: 0.32,
0.223117
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 6641, training loss: 0.22,
0.257492
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6642, training loss: 0.26,
0.333677
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6643, training loss: 0.33,
0.26607
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6644, training loss: 0.27,
0.20687
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 6645, training loss: 0.21,
0.297501
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6646, training loss: 0.30,
0.251266
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6647, training loss: 0.25,
0.235084
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 6648, training loss: 0.24,
0.371345
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6649, training loss: 0.37,
0.247094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 6650, training loss: 0.25,
0.251702
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6651, training loss: 0.25,
0.188087
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 6652, training loss: 0.19,
0.199762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 6653, training loss: 0.20,
0.272667
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6654, training loss: 0.27,
0.205607
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 6655, training loss: 0.21,
0.352537
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 6656, training loss: 0.35,
0.332723
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 6657, training loss: 0.33,
0.31761
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 6658, training loss: 0.32,
0.381397
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6659, training loss: 0.38,
0.206573
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 6660, training loss: 0.21,
0.243575
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 6661, training loss: 0.24,
0.256097
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 6662, training loss: 0.26,
0.324411
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 6663, training loss: 0.32,
0.316025
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 6664, training loss: 0.32,
0.31437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 6665, training loss: 0.31,
0.333503
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6666, training loss: 0.33,
0.207073
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6667, training loss: 0.21,
0.33253
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6668, training loss: 0.33,
0.314094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6669, training loss: 0.31,
0.3441
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6670, training loss: 0.34,
0.28667
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6671, training loss: 0.29,
0.243701
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6672, training loss: 0.24,
0.226568
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6673, training loss: 0.23,
0.211687
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6674, training loss: 0.21,
0.238175
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 6675, training loss: 0.24,
0.230302
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6676, training loss: 0.23,
0.263081
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 6677, training loss: 0.26,
0.338509
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6678, training loss: 0.34,
0.228435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6679, training loss: 0.23,
0.320392
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 6680, training loss: 0.32,
0.235301
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 6681, training loss: 0.24,
0.25437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 6682, training loss: 0.25,
0.337429
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 6683, training loss: 0.34,
0.227323
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 6684, training loss: 0.23,
0.235083
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 6685, training loss: 0.24,
0.275891
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6686, training loss: 0.28,
0.210582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6687, training loss: 0.21,
0.241256
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 6688, training loss: 0.24,
0.256701
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6689, training loss: 0.26,
0.283621
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6690, training loss: 0.28,
0.34709
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6691, training loss: 0.35,
0.249304
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6692, training loss: 0.25,
0.245984
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6693, training loss: 0.25,
0.233708
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 6694, training loss: 0.23,
0.284899
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 6695, training loss: 0.28,
0.312839
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 6696, training loss: 0.31,
0.310336
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 6697, training loss: 0.31,
0.320057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 6698, training loss: 0.32,
0.193988
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 6699, training loss: 0.19,
0.233937
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6700, training loss: 0.23,
0.263982
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 6701, training loss: 0.26,
0.226033
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 6702, training loss: 0.23,
0.277865
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 6703, training loss: 0.28,
0.196636
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 6704, training loss: 0.20,
0.269859
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 6705, training loss: 0.27,
0.213953
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 6706, training loss: 0.21,
0.19246
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6707, training loss: 0.19,
0.210245
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6708, training loss: 0.21,
0.25704
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 6709, training loss: 0.26,
0.321104
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 6710, training loss: 0.32,
0.324398
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 6711, training loss: 0.32,
0.260708
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 6712, training loss: 0.26,
0.324286
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6713, training loss: 0.32,
0.290857
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 6714, training loss: 0.29,
0.267663
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 6715, training loss: 0.27,
0.283217
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6716, training loss: 0.28,
0.22044
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6717, training loss: 0.22,
0.236986
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 6718, training loss: 0.24,
0.290383
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6719, training loss: 0.29,
0.404524
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 6720, training loss: 0.40,
0.220012
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6721, training loss: 0.22,
0.240447
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 6722, training loss: 0.24,
0.277168
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 6723, training loss: 0.28,
0.229372
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6724, training loss: 0.23,
0.22483
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6725, training loss: 0.22,
0.258533
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6726, training loss: 0.26,
0.248491
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 6727, training loss: 0.25,
0.326939
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 6728, training loss: 0.33,
0.450074
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6729, training loss: 0.45,
0.368744
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 6730, training loss: 0.37,
0.246982
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6731, training loss: 0.25,
0.279695
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6732, training loss: 0.28,
0.299286
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 6733, training loss: 0.30,
0.288485
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6734, training loss: 0.29,
0.221356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 6735, training loss: 0.22,
0.24576
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6736, training loss: 0.25,
0.281642
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6737, training loss: 0.28,
0.361878
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 6738, training loss: 0.36,
0.275356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6739, training loss: 0.28,
0.224193
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 6740, training loss: 0.22,
0.212924
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 6741, training loss: 0.21,
0.256086
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6742, training loss: 0.26,
0.226763
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6743, training loss: 0.23,
0.28699
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 6744, training loss: 0.29,
0.238995
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 6745, training loss: 0.24,
0.224307
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6746, training loss: 0.22,
0.249544
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 6747, training loss: 0.25,
0.259609
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6748, training loss: 0.26,
0.220068
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 6749, training loss: 0.22,
0.259855
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 6750, training loss: 0.26,
0.254645
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6751, training loss: 0.25,
0.209497
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 6752, training loss: 0.21,
0.354138
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6753, training loss: 0.35,
0.206713
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6754, training loss: 0.21,
0.20999
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6755, training loss: 0.21,
0.320045
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6756, training loss: 0.32,
0.249667
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 6757, training loss: 0.25,
0.209083
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6758, training loss: 0.21,
0.243596
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 6759, training loss: 0.24,
0.269101
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 6760, training loss: 0.27,
0.224193
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6761, training loss: 0.22,
0.271824
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6762, training loss: 0.27,
0.229793
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 6763, training loss: 0.23,
0.23448
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 6764, training loss: 0.23,
0.196317
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 6765, training loss: 0.20,
0.214037
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 6766, training loss: 0.21,
0.296921
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6767, training loss: 0.30,
0.403896
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 6768, training loss: 0.40,
0.300122
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6769, training loss: 0.30,
0.192276
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 6770, training loss: 0.19,
0.379659
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6771, training loss: 0.38,
0.229464
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6772, training loss: 0.23,
0.275472
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 6773, training loss: 0.28,
0.350084
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6774, training loss: 0.35,
0.361052
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 6775, training loss: 0.36,
0.383661
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 6776, training loss: 0.38,
0.260951
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6777, training loss: 0.26,
0.266288
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 6778, training loss: 0.27,
0.292918
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 6779, training loss: 0.29,
0.229665
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6780, training loss: 0.23,
0.269921
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6781, training loss: 0.27,
0.339346
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 6782, training loss: 0.34,
0.269939
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 6783, training loss: 0.27,
0.319319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6784, training loss: 0.32,
0.242862
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 6785, training loss: 0.24,
0.260843
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 6786, training loss: 0.26,
0.390644
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6787, training loss: 0.39,
0.248233
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6788, training loss: 0.25,
0.247472
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 6789, training loss: 0.25,
0.341627
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 6790, training loss: 0.34,
0.274673
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 6791, training loss: 0.27,
0.219177
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6792, training loss: 0.22,
0.404315
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6793, training loss: 0.40,
0.226543
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 6794, training loss: 0.23,
0.274153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 6795, training loss: 0.27,
0.22234
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 6796, training loss: 0.22,
0.315064
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6797, training loss: 0.32,
0.259069
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 6798, training loss: 0.26,
0.289635
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6799, training loss: 0.29,
0.272559
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 6800, training loss: 0.27,
0.240295
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 6801, training loss: 0.24,
0.349987
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 6802, training loss: 0.35,
0.243152
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6803, training loss: 0.24,
0.247341
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 6804, training loss: 0.25,
0.30748
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 6805, training loss: 0.31,
0.258289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6806, training loss: 0.26,
0.255311
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 6807, training loss: 0.26,
0.265705
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 6808, training loss: 0.27,
0.300238
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 6809, training loss: 0.30,
0.328301
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 6810, training loss: 0.33,
0.22859
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 6811, training loss: 0.23,
0.216879
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6812, training loss: 0.22,
0.27346
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6813, training loss: 0.27,
0.311666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 6814, training loss: 0.31,
0.310326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6815, training loss: 0.31,
0.233594
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6816, training loss: 0.23,
0.208747
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6817, training loss: 0.21,
0.237069
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 6818, training loss: 0.24,
0.296736
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 6819, training loss: 0.30,
0.251592
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 6820, training loss: 0.25,
0.273825
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6821, training loss: 0.27,
0.296956
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 6822, training loss: 0.30,
0.267113
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6823, training loss: 0.27,
0.239741
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 6824, training loss: 0.24,
0.252446
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6825, training loss: 0.25,
0.512575
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6826, training loss: 0.51,
0.232316
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6827, training loss: 0.23,
0.28346
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 6828, training loss: 0.28,
0.217606
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6829, training loss: 0.22,
0.281234
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 6830, training loss: 0.28,
0.331481
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6831, training loss: 0.33,
0.300403
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6832, training loss: 0.30,
0.317672
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 6833, training loss: 0.32,
0.287554
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 6834, training loss: 0.29,
0.265311
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 6835, training loss: 0.27,
0.209782
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6836, training loss: 0.21,
0.233934
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6837, training loss: 0.23,
0.260926
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6838, training loss: 0.26,
0.205989
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 6839, training loss: 0.21,
0.253074
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 6840, training loss: 0.25,
0.438768
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6841, training loss: 0.44,
0.244468
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 6842, training loss: 0.24,
0.226623
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6843, training loss: 0.23,
0.376162
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6844, training loss: 0.38,
0.201831
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 6845, training loss: 0.20,
0.219156
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 6846, training loss: 0.22,
0.258832
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6847, training loss: 0.26,
0.253265
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6848, training loss: 0.25,
0.210384
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6849, training loss: 0.21,
0.258367
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6850, training loss: 0.26,
0.284143
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6851, training loss: 0.28,
0.260991
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6852, training loss: 0.26,
0.239
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6853, training loss: 0.24,
0.306288
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6854, training loss: 0.31,
0.20445
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6855, training loss: 0.20,
0.267064
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6856, training loss: 0.27,
0.282653
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 6857, training loss: 0.28,
0.223167
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6858, training loss: 0.22,
0.250857
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 6859, training loss: 0.25,
0.249891
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6860, training loss: 0.25,
0.291436
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 6861, training loss: 0.29,
0.252055
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 6862, training loss: 0.25,
0.313809
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 6863, training loss: 0.31,
0.447041
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6864, training loss: 0.45,
0.216994
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 6865, training loss: 0.22,
0.265415
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 6866, training loss: 0.27,
0.288783
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6867, training loss: 0.29,
0.238794
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 6868, training loss: 0.24,
0.4177
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6869, training loss: 0.42,
0.246024
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6870, training loss: 0.25,
0.255121
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 6871, training loss: 0.26,
0.208558
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6872, training loss: 0.21,
0.25941
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6873, training loss: 0.26,
0.216185
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 6874, training loss: 0.22,
0.385455
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6875, training loss: 0.39,
0.28016
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 6876, training loss: 0.28,
0.277474
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6877, training loss: 0.28,
0.229229
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6878, training loss: 0.23,
0.198702
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 6879, training loss: 0.20,
0.256854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 6880, training loss: 0.26,
0.236704
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 6881, training loss: 0.24,
0.260175
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 6882, training loss: 0.26,
0.230441
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6883, training loss: 0.23,
0.21579
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 6884, training loss: 0.22,
0.394899
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 6885, training loss: 0.39,
0.261641
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6886, training loss: 0.26,
0.313468
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 6887, training loss: 0.31,
0.255254
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 6888, training loss: 0.26,
0.266952
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6889, training loss: 0.27,
0.452277
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6890, training loss: 0.45,
0.223841
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6891, training loss: 0.22,
0.384239
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 6892, training loss: 0.38,
0.231217
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6893, training loss: 0.23,
0.208435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 6894, training loss: 0.21,
0.276167
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 6895, training loss: 0.28,
0.303157
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6896, training loss: 0.30,
0.324577
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 6897, training loss: 0.32,
0.293142
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 6898, training loss: 0.29,
0.297049
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6899, training loss: 0.30,
0.282097
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 6900, training loss: 0.28,
0.203367
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 6901, training loss: 0.20,
0.237718
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6902, training loss: 0.24,
0.273349
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 6903, training loss: 0.27,
0.447375
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6904, training loss: 0.45,
0.230041
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6905, training loss: 0.23,
0.208848
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6906, training loss: 0.21,
0.323296
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6907, training loss: 0.32,
0.279646
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 6908, training loss: 0.28,
0.234025
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6909, training loss: 0.23,
0.212373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6910, training loss: 0.21,
0.226071
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 6911, training loss: 0.23,
0.262612
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6912, training loss: 0.26,
0.252785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 6913, training loss: 0.25,
0.218823
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 6914, training loss: 0.22,
0.256233
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6915, training loss: 0.26,
0.298375
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 6916, training loss: 0.30,
0.31498
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 6917, training loss: 0.31,
0.277424
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 6918, training loss: 0.28,
0.211322
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6919, training loss: 0.21,
0.223109
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 6920, training loss: 0.22,
0.273252
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 6921, training loss: 0.27,
0.309878
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6922, training loss: 0.31,
0.321517
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6923, training loss: 0.32,
0.235872
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 6924, training loss: 0.24,
0.256355
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6925, training loss: 0.26,
0.271194
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 6926, training loss: 0.27,
0.272228
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 6927, training loss: 0.27,
0.213995
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6928, training loss: 0.21,
0.256652
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6929, training loss: 0.26,
0.251408
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6930, training loss: 0.25,
0.205052
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 6931, training loss: 0.21,
0.205652
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6932, training loss: 0.21,
0.230272
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 6933, training loss: 0.23,
0.464979
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 6934, training loss: 0.46,
0.230431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 6935, training loss: 0.23,
0.288482
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6936, training loss: 0.29,
0.316697
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6937, training loss: 0.32,
0.330927
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 6938, training loss: 0.33,
0.202621
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6939, training loss: 0.20,
0.269179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6940, training loss: 0.27,
0.295112
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6941, training loss: 0.30,
0.314298
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6942, training loss: 0.31,
0.229937
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 6943, training loss: 0.23,
0.276906
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6944, training loss: 0.28,
0.260738
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 6945, training loss: 0.26,
0.293607
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 6946, training loss: 0.29,
0.268094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6947, training loss: 0.27,
0.462266
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6948, training loss: 0.46,
0.24573
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 6949, training loss: 0.25,
0.189182
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6950, training loss: 0.19,
0.252485
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 6951, training loss: 0.25,
0.228877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 6952, training loss: 0.23,
0.376392
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 6953, training loss: 0.38,
0.235526
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6954, training loss: 0.24,
0.222273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6955, training loss: 0.22,
0.369401
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6956, training loss: 0.37,
0.219998
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 6957, training loss: 0.22,
0.195267
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6958, training loss: 0.20,
0.39869
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 6959, training loss: 0.40,
0.236569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6960, training loss: 0.24,
0.371139
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 6961, training loss: 0.37,
0.210041
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6962, training loss: 0.21,
0.26422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6963, training loss: 0.26,
0.230122
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 6964, training loss: 0.23,
0.24719
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 6965, training loss: 0.25,
0.254847
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6966, training loss: 0.25,
0.206271
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 6967, training loss: 0.21,
0.42047
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6968, training loss: 0.42,
0.300466
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 6969, training loss: 0.30,
0.381554
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6970, training loss: 0.38,
0.245444
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 6971, training loss: 0.25,
0.217285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6972, training loss: 0.22,
0.241492
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 6973, training loss: 0.24,
0.27256
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6974, training loss: 0.27,
0.285947
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6975, training loss: 0.29,
0.19619
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 6976, training loss: 0.20,
0.233459
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6977, training loss: 0.23,
0.217928
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 6978, training loss: 0.22,
0.255209
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 6979, training loss: 0.26,
0.203056
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 6980, training loss: 0.20,
0.312169
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 6981, training loss: 0.31,
0.256028
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6982, training loss: 0.26,
0.25428
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6983, training loss: 0.25,
0.182817
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 6984, training loss: 0.18,
0.22991
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 6985, training loss: 0.23,
0.272925
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 6986, training loss: 0.27,
0.302297
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 6987, training loss: 0.30,
0.312101
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 6988, training loss: 0.31,
0.22926
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 6989, training loss: 0.23,
0.233651
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 6990, training loss: 0.23,
0.20944
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 6991, training loss: 0.21,
0.229982
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6992, training loss: 0.23,
0.388763
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 6993, training loss: 0.39,
0.301049
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 6994, training loss: 0.30,
0.250798
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 6995, training loss: 0.25,
0.295644
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 6996, training loss: 0.30,
0.271514
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 6997, training loss: 0.27,
0.341243
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 6998, training loss: 0.34,
0.307001
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 6999, training loss: 0.31,
0.24707
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7000, training loss: 0.25,
0.259557
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 7001, training loss: 0.26,
0.262948
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 7002, training loss: 0.26,
0.232275
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7003, training loss: 0.23,
0.214317
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 7004, training loss: 0.21,
0.241439
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 7005, training loss: 0.24,
0.250125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7006, training loss: 0.25,
0.214857
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 7007, training loss: 0.21,
0.231414
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7008, training loss: 0.23,
0.246671
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 7009, training loss: 0.25,
0.247676
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7010, training loss: 0.25,
0.193624
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 7011, training loss: 0.19,
0.297689
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 7012, training loss: 0.30,
0.254347
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 7013, training loss: 0.25,
0.300113
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 7014, training loss: 0.30,
0.395617
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7015, training loss: 0.40,
0.246686
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 7016, training loss: 0.25,
0.297939
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7017, training loss: 0.30,
0.246455
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7018, training loss: 0.25,
0.246219
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7019, training loss: 0.25,
0.247748
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 7020, training loss: 0.25,
0.207563
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 7021, training loss: 0.21,
0.245353
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7022, training loss: 0.25,
0.308243
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 7023, training loss: 0.31,
0.291096
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7024, training loss: 0.29,
0.197825
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 7025, training loss: 0.20,
0.294566
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 7026, training loss: 0.29,
0.302125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7027, training loss: 0.30,
0.316527
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 7028, training loss: 0.32,
0.474896
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 7029, training loss: 0.47,
0.335979
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7030, training loss: 0.34,
0.296346
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7031, training loss: 0.30,
0.21387
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 7032, training loss: 0.21,
0.232246
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7033, training loss: 0.23,
0.261709
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7034, training loss: 0.26,
0.253648
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7035, training loss: 0.25,
0.236424
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 7036, training loss: 0.24,
0.286304
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 7037, training loss: 0.29,
0.213578
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 7038, training loss: 0.21,
0.227115
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7039, training loss: 0.23,
0.234214
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7040, training loss: 0.23,
0.385017
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7041, training loss: 0.39,
0.305124
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7042, training loss: 0.31,
0.242744
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7043, training loss: 0.24,
0.350272
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 7044, training loss: 0.35,
0.236559
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7045, training loss: 0.24,
0.246386
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7046, training loss: 0.25,
0.367914
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 7047, training loss: 0.37,
0.384077
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7048, training loss: 0.38,
0.231614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 7049, training loss: 0.23,
0.355577
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 7050, training loss: 0.36,
0.302057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 7051, training loss: 0.30,
0.196633
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7052, training loss: 0.20,
0.379081
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 7053, training loss: 0.38,
0.27126
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7054, training loss: 0.27,
0.278057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 7055, training loss: 0.28,
0.225132
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 7056, training loss: 0.23,
0.350854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 7057, training loss: 0.35,
0.25863
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7058, training loss: 0.26,
0.301246
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7059, training loss: 0.30,
0.249819
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7060, training loss: 0.25,
0.337759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7061, training loss: 0.34,
0.429065
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 7062, training loss: 0.43,
0.199975
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 7063, training loss: 0.20,
0.237694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7064, training loss: 0.24,
0.211435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 7065, training loss: 0.21,
0.306068
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 7066, training loss: 0.31,
0.304645
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7067, training loss: 0.30,
0.251493
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 7068, training loss: 0.25,
0.362805
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 7069, training loss: 0.36,
0.191074
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7070, training loss: 0.19,
0.229635
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7071, training loss: 0.23,
0.330788
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 7072, training loss: 0.33,
0.256648
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7073, training loss: 0.26,
0.236553
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 7074, training loss: 0.24,
0.275658
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 7075, training loss: 0.28,
0.247816
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 7076, training loss: 0.25,
0.374322
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7077, training loss: 0.37,
0.203871
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 7078, training loss: 0.20,
0.383914
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 7079, training loss: 0.38,
0.437632
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7080, training loss: 0.44,
0.251023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 7081, training loss: 0.25,
0.247028
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7082, training loss: 0.25,
0.221491
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7083, training loss: 0.22,
0.234642
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7084, training loss: 0.23,
0.317521
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7085, training loss: 0.32,
0.293206
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 7086, training loss: 0.29,
0.239872
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7087, training loss: 0.24,
0.317028
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7088, training loss: 0.32,
0.219709
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 7089, training loss: 0.22,
0.272354
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7090, training loss: 0.27,
0.318906
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 7091, training loss: 0.32,
0.267638
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7092, training loss: 0.27,
0.199799
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 7093, training loss: 0.20,
0.340348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7094, training loss: 0.34,
0.226843
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7095, training loss: 0.23,
0.204603
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 7096, training loss: 0.20,
0.282055
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7097, training loss: 0.28,
0.252456
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7098, training loss: 0.25,
0.185269
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7099, training loss: 0.19,
0.324631
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 7100, training loss: 0.32,
0.187796
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 7101, training loss: 0.19,
0.237635
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 7102, training loss: 0.24,
0.243394
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 7103, training loss: 0.24,
0.304242
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7104, training loss: 0.30,
0.240365
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7105, training loss: 0.24,
0.310715
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 7106, training loss: 0.31,
0.221957
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7107, training loss: 0.22,
0.274045
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 7108, training loss: 0.27,
0.240372
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7109, training loss: 0.24,
0.325058
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7110, training loss: 0.33,
0.231432
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 7111, training loss: 0.23,
0.26342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7112, training loss: 0.26,
0.202543
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 7113, training loss: 0.20,
0.252642
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7114, training loss: 0.25,
0.284834
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7115, training loss: 0.28,
0.246307
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 7116, training loss: 0.25,
0.232034
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7117, training loss: 0.23,
0.33492
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7118, training loss: 0.33,
0.18708
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7119, training loss: 0.19,
0.27053
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7120, training loss: 0.27,
0.326776
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7121, training loss: 0.33,
0.354779
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7122, training loss: 0.35,
0.277574
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7123, training loss: 0.28,
0.308268
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7124, training loss: 0.31,
0.273758
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7125, training loss: 0.27,
0.369432
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 7126, training loss: 0.37,
0.206468
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 7127, training loss: 0.21,
0.399019
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 7128, training loss: 0.40,
0.298379
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7129, training loss: 0.30,
0.361539
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 7130, training loss: 0.36,
0.260587
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 7131, training loss: 0.26,
0.209424
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7132, training loss: 0.21,
0.311569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 7133, training loss: 0.31,
0.211163
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 7134, training loss: 0.21,
0.321325
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7135, training loss: 0.32,
0.19527
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7136, training loss: 0.20,
0.253806
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 7137, training loss: 0.25,
0.362156
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7138, training loss: 0.36,
0.213064
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 7139, training loss: 0.21,
0.337968
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 7140, training loss: 0.34,
0.289258
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7141, training loss: 0.29,
0.244596
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 7142, training loss: 0.24,
0.254914
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 7143, training loss: 0.25,
0.250565
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 7144, training loss: 0.25,
0.231842
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7145, training loss: 0.23,
0.60792
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 7146, training loss: 0.61,
0.265299
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 7147, training loss: 0.27,
0.270589
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 7148, training loss: 0.27,
0.269048
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7149, training loss: 0.27,
0.302692
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 7150, training loss: 0.30,
0.218694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 7151, training loss: 0.22,
0.246832
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7152, training loss: 0.25,
0.281533
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7153, training loss: 0.28,
0.216773
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 7154, training loss: 0.22,
0.287643
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7155, training loss: 0.29,
0.452348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7156, training loss: 0.45,
0.185203
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7157, training loss: 0.19,
0.302762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7158, training loss: 0.30,
0.205164
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7159, training loss: 0.21,
0.256538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7160, training loss: 0.26,
0.230193
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 7161, training loss: 0.23,
0.232507
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 7162, training loss: 0.23,
0.216277
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 7163, training loss: 0.22,
0.294365
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 7164, training loss: 0.29,
0.266656
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 7165, training loss: 0.27,
0.353598
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 7166, training loss: 0.35,
0.292237
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 7167, training loss: 0.29,
0.225184
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 7168, training loss: 0.23,
0.213525
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7169, training loss: 0.21,
0.315057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 7170, training loss: 0.32,
0.219261
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 7171, training loss: 0.22,
0.219785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7172, training loss: 0.22,
0.229709
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7173, training loss: 0.23,
0.256954
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 7174, training loss: 0.26,
0.296817
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 7175, training loss: 0.30,
0.24903
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7176, training loss: 0.25,
0.272799
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7177, training loss: 0.27,
0.202352
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 7178, training loss: 0.20,
0.264467
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 7179, training loss: 0.26,
0.269755
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7180, training loss: 0.27,
0.428732
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 7181, training loss: 0.43,
0.311865
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7182, training loss: 0.31,
0.247842
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 7183, training loss: 0.25,
0.283376
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7184, training loss: 0.28,
0.222931
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7185, training loss: 0.22,
0.234738
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7186, training loss: 0.23,
0.242271
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7187, training loss: 0.24,
0.274274
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7188, training loss: 0.27,
0.216238
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 7189, training loss: 0.22,
0.214386
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7190, training loss: 0.21,
0.323454
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 7191, training loss: 0.32,
0.299319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 7192, training loss: 0.30,
0.298135
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7193, training loss: 0.30,
0.237708
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 7194, training loss: 0.24,
0.220757
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 7195, training loss: 0.22,
0.201797
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 7196, training loss: 0.20,
0.517815
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 7197, training loss: 0.52,
0.307781
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 7198, training loss: 0.31,
0.209538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7199, training loss: 0.21,
0.24165
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 7200, training loss: 0.24,
0.235335
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 7201, training loss: 0.24,
0.300254
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7202, training loss: 0.30,
0.274953
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7203, training loss: 0.27,
0.210467
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7204, training loss: 0.21,
0.188102
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7205, training loss: 0.19,
0.213016
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 7206, training loss: 0.21,
0.246187
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7207, training loss: 0.25,
0.30885
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7208, training loss: 0.31,
0.275977
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7209, training loss: 0.28,
0.225059
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 7210, training loss: 0.23,
0.337476
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 7211, training loss: 0.34,
0.243151
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 7212, training loss: 0.24,
0.316434
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7213, training loss: 0.32,
0.459612
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7214, training loss: 0.46,
0.310603
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 7215, training loss: 0.31,
0.228441
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 7216, training loss: 0.23,
0.207374
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7217, training loss: 0.21,
0.203237
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 7218, training loss: 0.20,
0.228088
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7219, training loss: 0.23,
0.294953
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7220, training loss: 0.29,
0.342487
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 7221, training loss: 0.34,
0.210006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7222, training loss: 0.21,
0.273267
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 7223, training loss: 0.27,
0.330733
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 7224, training loss: 0.33,
0.238487
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7225, training loss: 0.24,
0.345247
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 7226, training loss: 0.35,
0.206547
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 7227, training loss: 0.21,
0.274065
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7228, training loss: 0.27,
0.191952
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7229, training loss: 0.19,
0.264682
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 7230, training loss: 0.26,
0.245333
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 7231, training loss: 0.25,
0.253448
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 7232, training loss: 0.25,
0.25503
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7233, training loss: 0.26,
0.25637
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7234, training loss: 0.26,
0.334088
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7235, training loss: 0.33,
0.328906
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 7236, training loss: 0.33,
0.332873
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 7237, training loss: 0.33,
0.200712
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7238, training loss: 0.20,
0.243243
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7239, training loss: 0.24,
0.338637
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 7240, training loss: 0.34,
0.250524
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 7241, training loss: 0.25,
0.211372
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 7242, training loss: 0.21,
0.288853
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 7243, training loss: 0.29,
0.247128
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 7244, training loss: 0.25,
0.25258
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 7245, training loss: 0.25,
0.280817
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 7246, training loss: 0.28,
0.302189
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7247, training loss: 0.30,
0.215941
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7248, training loss: 0.22,
0.206554
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7249, training loss: 0.21,
0.221205
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 7250, training loss: 0.22,
0.254923
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 7251, training loss: 0.25,
0.409716
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 7252, training loss: 0.41,
0.212883
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7253, training loss: 0.21,
0.371686
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 7254, training loss: 0.37,
0.282354
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 7255, training loss: 0.28,
0.313167
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7256, training loss: 0.31,
0.239421
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 7257, training loss: 0.24,
0.247447
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7258, training loss: 0.25,
0.18358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 7259, training loss: 0.18,
0.224592
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 7260, training loss: 0.22,
0.447646
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 7261, training loss: 0.45,
0.265931
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 7262, training loss: 0.27,
0.326304
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 7263, training loss: 0.33,
0.241171
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7264, training loss: 0.24,
0.225669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 7265, training loss: 0.23,
0.386969
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7266, training loss: 0.39,
0.267935
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 7267, training loss: 0.27,
0.276414
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 7268, training loss: 0.28,
0.468999
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7269, training loss: 0.47,
0.355971
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 7270, training loss: 0.36,
0.213244
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7271, training loss: 0.21,
0.250941
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 7272, training loss: 0.25,
0.215026
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7273, training loss: 0.22,
0.210631
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 7274, training loss: 0.21,
0.234716
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 7275, training loss: 0.23,
0.260398
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7276, training loss: 0.26,
0.279669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7277, training loss: 0.28,
0.290612
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7278, training loss: 0.29,
0.215526
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7279, training loss: 0.22,
0.177067
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 7280, training loss: 0.18,
0.361889
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7281, training loss: 0.36,
0.211665
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7282, training loss: 0.21,
0.213484
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7283, training loss: 0.21,
0.198796
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7284, training loss: 0.20,
0.409925
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7285, training loss: 0.41,
0.229379
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7286, training loss: 0.23,
0.356566
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 7287, training loss: 0.36,
0.545232
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7288, training loss: 0.55,
0.227285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 7289, training loss: 0.23,
0.303303
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 7290, training loss: 0.30,
0.306949
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7291, training loss: 0.31,
0.262136
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.8% 20 way one-shot learning accuracy
iteration 7292, training loss: 0.26,
0.323503
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 7293, training loss: 0.32,
0.385879
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 7294, training loss: 0.39,
0.220946
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 7295, training loss: 0.22,
0.189419
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 7296, training loss: 0.19,
0.277987
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 7297, training loss: 0.28,
0.386301
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7298, training loss: 0.39,
0.274236
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7299, training loss: 0.27,
0.21743
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 7300, training loss: 0.22,
0.349395
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 7301, training loss: 0.35,
0.26456
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7302, training loss: 0.26,
0.238018
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 7303, training loss: 0.24,
0.28057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7304, training loss: 0.28,
0.214459
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7305, training loss: 0.21,
0.31361
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 7306, training loss: 0.31,
0.251946
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 7307, training loss: 0.25,
0.251456
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 7308, training loss: 0.25,
0.239783
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 7309, training loss: 0.24,
0.3306
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 7310, training loss: 0.33,
0.216379
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7311, training loss: 0.22,
0.223589
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7312, training loss: 0.22,
0.253483
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 7313, training loss: 0.25,
0.269947
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7314, training loss: 0.27,
0.214289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 7315, training loss: 0.21,
0.207908
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7316, training loss: 0.21,
0.214743
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7317, training loss: 0.21,
0.227539
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7318, training loss: 0.23,
0.214477
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 7319, training loss: 0.21,
0.384872
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7320, training loss: 0.38,
0.247176
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 7321, training loss: 0.25,
0.234944
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 7322, training loss: 0.23,
0.191978
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7323, training loss: 0.19,
0.244504
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 7324, training loss: 0.24,
0.242621
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7325, training loss: 0.24,
0.235754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7326, training loss: 0.24,
0.20976
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7327, training loss: 0.21,
0.181101
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7328, training loss: 0.18,
0.22061
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 7329, training loss: 0.22,
0.232009
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 7330, training loss: 0.23,
0.22135
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 7331, training loss: 0.22,
0.204308
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7332, training loss: 0.20,
0.243562
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7333, training loss: 0.24,
0.204921
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7334, training loss: 0.20,
0.238029
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7335, training loss: 0.24,
0.224008
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 7336, training loss: 0.22,
0.27446
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 7337, training loss: 0.27,
0.264438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7338, training loss: 0.26,
0.282687
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7339, training loss: 0.28,
0.231551
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 7340, training loss: 0.23,
0.22606
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7341, training loss: 0.23,
0.321754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 7342, training loss: 0.32,
0.249647
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 7343, training loss: 0.25,
0.344587
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 7344, training loss: 0.34,
0.309479
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7345, training loss: 0.31,
0.267199
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 7346, training loss: 0.27,
0.20475
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 7347, training loss: 0.20,
0.193829
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 7348, training loss: 0.19,
0.23186
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 7349, training loss: 0.23,
0.213173
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7350, training loss: 0.21,
0.230635
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 7351, training loss: 0.23,
0.276282
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 7352, training loss: 0.28,
0.191105
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7353, training loss: 0.19,
0.186535
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 7354, training loss: 0.19,
0.242664
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7355, training loss: 0.24,
0.22614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 7356, training loss: 0.23,
0.342091
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7357, training loss: 0.34,
0.237814
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 7358, training loss: 0.24,
0.371654
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 7359, training loss: 0.37,
0.309754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7360, training loss: 0.31,
0.272794
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7361, training loss: 0.27,
0.236905
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7362, training loss: 0.24,
0.256822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7363, training loss: 0.26,
0.247144
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 7364, training loss: 0.25,
0.286517
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 7365, training loss: 0.29,
0.257543
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7366, training loss: 0.26,
0.210007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 7367, training loss: 0.21,
0.226964
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 7368, training loss: 0.23,
0.27983
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 7369, training loss: 0.28,
0.256194
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 7370, training loss: 0.26,
0.466589
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7371, training loss: 0.47,
0.239322
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7372, training loss: 0.24,
0.340075
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7373, training loss: 0.34,
0.320093
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7374, training loss: 0.32,
0.198133
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7375, training loss: 0.20,
0.263655
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 7376, training loss: 0.26,
0.243482
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7377, training loss: 0.24,
0.223883
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7378, training loss: 0.22,
0.299543
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 7379, training loss: 0.30,
0.289499
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7380, training loss: 0.29,
0.190987
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 7381, training loss: 0.19,
0.313807
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7382, training loss: 0.31,
0.295118
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7383, training loss: 0.30,
0.231505
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 7384, training loss: 0.23,
0.274324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 7385, training loss: 0.27,
0.269981
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7386, training loss: 0.27,
0.379246
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 7387, training loss: 0.38,
0.216101
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7388, training loss: 0.22,
0.210973
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7389, training loss: 0.21,
0.369357
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7390, training loss: 0.37,
0.312799
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7391, training loss: 0.31,
0.299734
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7392, training loss: 0.30,
0.226765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7393, training loss: 0.23,
0.252124
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 7394, training loss: 0.25,
0.23633
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7395, training loss: 0.24,
0.246224
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 7396, training loss: 0.25,
0.218404
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7397, training loss: 0.22,
0.350117
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 7398, training loss: 0.35,
0.404103
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 7399, training loss: 0.40,
0.229381
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7400, training loss: 0.23,
0.201714
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7401, training loss: 0.20,
0.22972
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7402, training loss: 0.23,
0.23674
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 7403, training loss: 0.24,
0.25806
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7404, training loss: 0.26,
0.27478
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7405, training loss: 0.27,
0.287374
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 7406, training loss: 0.29,
0.216525
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 7407, training loss: 0.22,
0.192464
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7408, training loss: 0.19,
0.298571
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 7409, training loss: 0.30,
0.245494
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 7410, training loss: 0.25,
0.2125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7411, training loss: 0.21,
0.256926
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 7412, training loss: 0.26,
0.224613
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7413, training loss: 0.22,
0.197836
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7414, training loss: 0.20,
0.314627
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 7415, training loss: 0.31,
0.213491
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7416, training loss: 0.21,
0.299805
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7417, training loss: 0.30,
0.225485
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7418, training loss: 0.23,
0.25212
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 7419, training loss: 0.25,
0.257826
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 7420, training loss: 0.26,
0.30462
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7421, training loss: 0.30,
0.280563
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 7422, training loss: 0.28,
0.339722
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 7423, training loss: 0.34,
0.208224
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7424, training loss: 0.21,
0.238905
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7425, training loss: 0.24,
0.337489
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 7426, training loss: 0.34,
0.233461
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7427, training loss: 0.23,
0.304616
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 7428, training loss: 0.30,
0.291329
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 7429, training loss: 0.29,
0.244873
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 7430, training loss: 0.24,
0.299086
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 7431, training loss: 0.30,
0.231468
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 7432, training loss: 0.23,
0.25708
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 7433, training loss: 0.26,
0.21341
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7434, training loss: 0.21,
0.205767
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7435, training loss: 0.21,
0.198802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 7436, training loss: 0.20,
0.229478
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 7437, training loss: 0.23,
0.34577
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7438, training loss: 0.35,
0.352124
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 7439, training loss: 0.35,
0.293697
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 7440, training loss: 0.29,
0.192713
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 7441, training loss: 0.19,
0.243975
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7442, training loss: 0.24,
0.295303
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 7443, training loss: 0.30,
0.224817
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 7444, training loss: 0.22,
0.294609
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 7445, training loss: 0.29,
0.233029
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 7446, training loss: 0.23,
0.278905
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 7447, training loss: 0.28,
0.241221
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7448, training loss: 0.24,
0.24558
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7449, training loss: 0.25,
0.196687
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7450, training loss: 0.20,
0.233969
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7451, training loss: 0.23,
0.245892
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 7452, training loss: 0.25,
0.227911
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 7453, training loss: 0.23,
0.238684
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 7454, training loss: 0.24,
0.270919
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7455, training loss: 0.27,
0.244531
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 7456, training loss: 0.24,
0.29338
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 7457, training loss: 0.29,
0.364165
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 7458, training loss: 0.36,
0.243331
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7459, training loss: 0.24,
0.211122
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 7460, training loss: 0.21,
0.336618
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7461, training loss: 0.34,
0.213557
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 7462, training loss: 0.21,
0.245955
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7463, training loss: 0.25,
0.356022
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 7464, training loss: 0.36,
0.247232
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7465, training loss: 0.25,
0.218617
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 7466, training loss: 0.22,
0.290603
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 7467, training loss: 0.29,
0.370093
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 7468, training loss: 0.37,
0.275365
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7469, training loss: 0.28,
0.329689
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 7470, training loss: 0.33,
0.184235
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 7471, training loss: 0.18,
0.222088
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7472, training loss: 0.22,
0.217084
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 7473, training loss: 0.22,
0.316135
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 7474, training loss: 0.32,
0.206056
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 7475, training loss: 0.21,
0.238659
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7476, training loss: 0.24,
0.271201
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 7477, training loss: 0.27,
0.205489
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7478, training loss: 0.21,
0.211877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 7479, training loss: 0.21,
0.26456
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 7480, training loss: 0.26,
0.208127
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7481, training loss: 0.21,
0.213501
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7482, training loss: 0.21,
0.234426
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 7483, training loss: 0.23,
0.239592
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 7484, training loss: 0.24,
0.298141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 7485, training loss: 0.30,
0.2314
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 7486, training loss: 0.23,
0.281798
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7487, training loss: 0.28,
0.213693
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 7488, training loss: 0.21,
0.189091
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 7489, training loss: 0.19,
0.195112
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 7490, training loss: 0.20,
0.273538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7491, training loss: 0.27,
0.263855
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 7492, training loss: 0.26,
0.22717
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 7493, training loss: 0.23,
0.239355
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 7494, training loss: 0.24,
0.324262
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7495, training loss: 0.32,
0.296603
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 7496, training loss: 0.30,
0.212874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 7497, training loss: 0.21,
0.217321
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7498, training loss: 0.22,
0.232864
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 7499, training loss: 0.23,
0.217281
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 7500, training loss: 0.22,
0.220108
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7501, training loss: 0.22,
0.313031
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 7502, training loss: 0.31,
0.228205
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7503, training loss: 0.23,
0.281002
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 7504, training loss: 0.28,
0.23377
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7505, training loss: 0.23,
0.211886
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 7506, training loss: 0.21,
0.27982
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7507, training loss: 0.28,
0.413822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 7508, training loss: 0.41,
0.254518
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7509, training loss: 0.25,
0.220387
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 7510, training loss: 0.22,
0.278116
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 7511, training loss: 0.28,
0.230299
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 7512, training loss: 0.23,
0.219094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 7513, training loss: 0.22,
0.306459
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7514, training loss: 0.31,
0.268907
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7515, training loss: 0.27,
0.246151
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 7516, training loss: 0.25,
0.208916
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 7517, training loss: 0.21,
0.200449
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7518, training loss: 0.20,
0.220387
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 7519, training loss: 0.22,
0.342034
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7520, training loss: 0.34,
0.23663
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7521, training loss: 0.24,
0.207678
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7522, training loss: 0.21,
0.282359
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 7523, training loss: 0.28,
0.275134
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 7524, training loss: 0.28,
0.222063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7525, training loss: 0.22,
0.313074
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7526, training loss: 0.31,
0.221028
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7527, training loss: 0.22,
0.377793
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 7528, training loss: 0.38,
0.397769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7529, training loss: 0.40,
0.233092
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7530, training loss: 0.23,
0.227851
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7531, training loss: 0.23,
0.209826
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 7532, training loss: 0.21,
0.218686
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7533, training loss: 0.22,
0.278888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 7534, training loss: 0.28,
0.308682
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7535, training loss: 0.31,
0.251297
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7536, training loss: 0.25,
0.361612
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 7537, training loss: 0.36,
0.217808
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 7538, training loss: 0.22,
0.222743
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7539, training loss: 0.22,
0.270948
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7540, training loss: 0.27,
0.278993
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7541, training loss: 0.28,
0.291337
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 7542, training loss: 0.29,
0.248544
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7543, training loss: 0.25,
0.233158
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 7544, training loss: 0.23,
0.224908
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 7545, training loss: 0.22,
0.283881
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7546, training loss: 0.28,
0.241805
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 7547, training loss: 0.24,
0.260092
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7548, training loss: 0.26,
0.245913
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7549, training loss: 0.25,
0.489646
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 7550, training loss: 0.49,
0.333836
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7551, training loss: 0.33,
0.28583
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 7552, training loss: 0.29,
0.314134
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 7553, training loss: 0.31,
0.282701
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 7554, training loss: 0.28,
0.243987
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7555, training loss: 0.24,
0.229786
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7556, training loss: 0.23,
0.238612
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 7557, training loss: 0.24,
0.333743
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7558, training loss: 0.33,
0.27523
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 7559, training loss: 0.28,
0.242173
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7560, training loss: 0.24,
0.191209
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7561, training loss: 0.19,
0.377513
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 7562, training loss: 0.38,
0.308638
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7563, training loss: 0.31,
0.250441
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7564, training loss: 0.25,
0.334175
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 7565, training loss: 0.33,
0.21938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 7566, training loss: 0.22,
0.193497
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7567, training loss: 0.19,
0.216798
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 7568, training loss: 0.22,
0.211621
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 7569, training loss: 0.21,
0.2318
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 7570, training loss: 0.23,
0.223479
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7571, training loss: 0.22,
0.223933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 7572, training loss: 0.22,
0.243716
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7573, training loss: 0.24,
0.274023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7574, training loss: 0.27,
0.341906
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7575, training loss: 0.34,
0.375813
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7576, training loss: 0.38,
0.24797
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 7577, training loss: 0.25,
0.25448
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7578, training loss: 0.25,
0.209468
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7579, training loss: 0.21,
0.209364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 7580, training loss: 0.21,
0.300997
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7581, training loss: 0.30,
0.245192
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 7582, training loss: 0.25,
0.345071
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 7583, training loss: 0.35,
0.361836
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 7584, training loss: 0.36,
0.255006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 7585, training loss: 0.26,
0.206853
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7586, training loss: 0.21,
0.232636
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 7587, training loss: 0.23,
0.349693
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 7588, training loss: 0.35,
0.208499
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 7589, training loss: 0.21,
0.293978
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7590, training loss: 0.29,
0.232052
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7591, training loss: 0.23,
0.284211
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7592, training loss: 0.28,
0.331761
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 7593, training loss: 0.33,
0.343584
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 7594, training loss: 0.34,
0.231684
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 7595, training loss: 0.23,
0.344957
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.0% 20 way one-shot learning accuracy
iteration 7596, training loss: 0.34,
0.392574
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7597, training loss: 0.39,
0.239951
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 7598, training loss: 0.24,
0.270921
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 7599, training loss: 0.27,
0.232333
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7600, training loss: 0.23,
0.188222
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 7601, training loss: 0.19,
0.320766
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 7602, training loss: 0.32,
0.277683
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7603, training loss: 0.28,
0.269333
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7604, training loss: 0.27,
0.242662
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 7605, training loss: 0.24,
0.180445
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7606, training loss: 0.18,
0.267776
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 7607, training loss: 0.27,
0.340338
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 7608, training loss: 0.34,
0.338868
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7609, training loss: 0.34,
0.240372
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7610, training loss: 0.24,
0.259826
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7611, training loss: 0.26,
0.251928
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 7612, training loss: 0.25,
0.197106
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7613, training loss: 0.20,
0.404025
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 7614, training loss: 0.40,
0.331011
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7615, training loss: 0.33,
0.314995
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7616, training loss: 0.31,
0.271045
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7617, training loss: 0.27,
0.311581
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7618, training loss: 0.31,
0.246018
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7619, training loss: 0.25,
0.293163
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 7620, training loss: 0.29,
0.2121
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 7621, training loss: 0.21,
0.228178
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 7622, training loss: 0.23,
0.202576
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7623, training loss: 0.20,
0.265212
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 7624, training loss: 0.27,
0.250928
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 7625, training loss: 0.25,
0.2461
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7626, training loss: 0.25,
0.256949
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 7627, training loss: 0.26,
0.277965
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7628, training loss: 0.28,
0.450082
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 7629, training loss: 0.45,
0.302677
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7630, training loss: 0.30,
0.197698
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7631, training loss: 0.20,
0.208148
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7632, training loss: 0.21,
0.243383
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7633, training loss: 0.24,
0.238259
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7634, training loss: 0.24,
0.246931
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 7635, training loss: 0.25,
0.222393
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 7636, training loss: 0.22,
0.200327
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7637, training loss: 0.20,
0.403716
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 7638, training loss: 0.40,
0.21851
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 7639, training loss: 0.22,
0.195234
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7640, training loss: 0.20,
0.1965
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7641, training loss: 0.20,
0.404999
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7642, training loss: 0.40,
0.285055
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7643, training loss: 0.29,
0.217044
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7644, training loss: 0.22,
0.201264
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7645, training loss: 0.20,
0.257893
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 7646, training loss: 0.26,
0.241765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 7647, training loss: 0.24,
0.273944
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 7648, training loss: 0.27,
0.326633
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7649, training loss: 0.33,
0.239998
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 7650, training loss: 0.24,
0.238206
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 7651, training loss: 0.24,
0.249423
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 7652, training loss: 0.25,
0.269502
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7653, training loss: 0.27,
0.224093
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7654, training loss: 0.22,
0.221604
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 7655, training loss: 0.22,
0.296301
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7656, training loss: 0.30,
0.26194
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 7657, training loss: 0.26,
0.189836
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7658, training loss: 0.19,
0.250435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 7659, training loss: 0.25,
0.227201
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7660, training loss: 0.23,
0.259397
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 7661, training loss: 0.26,
0.181692
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 7662, training loss: 0.18,
0.243682
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7663, training loss: 0.24,
0.257473
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7664, training loss: 0.26,
0.212452
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 7665, training loss: 0.21,
0.26459
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 7666, training loss: 0.26,
0.317963
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7667, training loss: 0.32,
0.283363
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 7668, training loss: 0.28,
0.196302
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7669, training loss: 0.20,
0.197632
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 7670, training loss: 0.20,
0.201605
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 7671, training loss: 0.20,
0.241967
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 7672, training loss: 0.24,
0.202103
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 7673, training loss: 0.20,
0.254468
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 7674, training loss: 0.25,
0.227125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 7675, training loss: 0.23,
0.265553
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 7676, training loss: 0.27,
0.294101
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 7677, training loss: 0.29,
0.211034
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 7678, training loss: 0.21,
0.468096
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7679, training loss: 0.47,
0.260118
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 7680, training loss: 0.26,
0.237476
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 7681, training loss: 0.24,
0.250042
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7682, training loss: 0.25,
0.242516
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7683, training loss: 0.24,
0.303502
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7684, training loss: 0.30,
0.24101
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7685, training loss: 0.24,
0.176122
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7686, training loss: 0.18,
0.214938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 7687, training loss: 0.21,
0.366649
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 7688, training loss: 0.37,
0.199644
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7689, training loss: 0.20,
0.267276
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7690, training loss: 0.27,
0.307911
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7691, training loss: 0.31,
0.235761
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 7692, training loss: 0.24,
0.364953
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 7693, training loss: 0.36,
0.221084
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7694, training loss: 0.22,
0.313483
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 7695, training loss: 0.31,
0.237254
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 7696, training loss: 0.24,
0.24055
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7697, training loss: 0.24,
0.339628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7698, training loss: 0.34,
0.245083
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7699, training loss: 0.25,
0.221877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 7700, training loss: 0.22,
0.488897
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 7701, training loss: 0.49,
0.247599
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 7702, training loss: 0.25,
0.278969
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7703, training loss: 0.28,
0.37281
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7704, training loss: 0.37,
0.35182
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 7705, training loss: 0.35,
0.19521
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 7706, training loss: 0.20,
0.231138
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 7707, training loss: 0.23,
0.306689
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7708, training loss: 0.31,
0.191037
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7709, training loss: 0.19,
0.197711
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7710, training loss: 0.20,
0.221319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 7711, training loss: 0.22,
0.2363
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 7712, training loss: 0.24,
0.202391
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7713, training loss: 0.20,
0.421305
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 7714, training loss: 0.42,
0.297315
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 7715, training loss: 0.30,
0.279105
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7716, training loss: 0.28,
0.287103
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7717, training loss: 0.29,
0.337973
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 7718, training loss: 0.34,
0.224757
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 7719, training loss: 0.22,
0.235956
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 7720, training loss: 0.24,
0.217851
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 7721, training loss: 0.22,
0.369086
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7722, training loss: 0.37,
0.235725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7723, training loss: 0.24,
0.345627
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 7724, training loss: 0.35,
0.259985
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 7725, training loss: 0.26,
0.248424
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7726, training loss: 0.25,
0.359965
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7727, training loss: 0.36,
0.227373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7728, training loss: 0.23,
0.292791
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7729, training loss: 0.29,
0.23874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7730, training loss: 0.24,
0.257782
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 7731, training loss: 0.26,
0.310338
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 7732, training loss: 0.31,
0.245007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7733, training loss: 0.25,
0.300499
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 7734, training loss: 0.30,
0.184323
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 7735, training loss: 0.18,
0.290672
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7736, training loss: 0.29,
0.335032
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7737, training loss: 0.34,
0.264681
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7738, training loss: 0.26,
0.244097
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 7739, training loss: 0.24,
0.321158
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 7740, training loss: 0.32,
0.352027
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7741, training loss: 0.35,
0.293633
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 7742, training loss: 0.29,
0.359384
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7743, training loss: 0.36,
0.280258
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 7744, training loss: 0.28,
0.288701
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7745, training loss: 0.29,
0.243872
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7746, training loss: 0.24,
0.216285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 7747, training loss: 0.22,
0.206249
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 7748, training loss: 0.21,
0.233299
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7749, training loss: 0.23,
0.275423
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7750, training loss: 0.28,
0.369335
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 7751, training loss: 0.37,
0.205345
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7752, training loss: 0.21,
0.209188
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7753, training loss: 0.21,
0.358676
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7754, training loss: 0.36,
0.244455
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 7755, training loss: 0.24,
0.46159
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7756, training loss: 0.46,
0.258883
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 7757, training loss: 0.26,
0.188318
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7758, training loss: 0.19,
0.226835
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7759, training loss: 0.23,
0.246365
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 7760, training loss: 0.25,
0.238929
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7761, training loss: 0.24,
0.204509
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 7762, training loss: 0.20,
0.323627
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7763, training loss: 0.32,
0.280324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 7764, training loss: 0.28,
0.307995
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7765, training loss: 0.31,
0.252245
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 7766, training loss: 0.25,
0.203695
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7767, training loss: 0.20,
0.20508
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7768, training loss: 0.21,
0.188939
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7769, training loss: 0.19,
0.344083
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 7770, training loss: 0.34,
0.300104
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 7771, training loss: 0.30,
0.264867
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 7772, training loss: 0.26,
0.254259
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 7773, training loss: 0.25,
0.30228
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 7774, training loss: 0.30,
0.194219
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7775, training loss: 0.19,
0.246271
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 7776, training loss: 0.25,
0.252685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7777, training loss: 0.25,
0.317655
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 7778, training loss: 0.32,
0.247094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 7779, training loss: 0.25,
0.343484
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 7780, training loss: 0.34,
0.263774
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 7781, training loss: 0.26,
0.19859
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7782, training loss: 0.20,
0.198681
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7783, training loss: 0.20,
0.397785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7784, training loss: 0.40,
0.235888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7785, training loss: 0.24,
0.319427
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 7786, training loss: 0.32,
0.290784
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7787, training loss: 0.29,
0.191059
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 7788, training loss: 0.19,
0.266744
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 7789, training loss: 0.27,
0.238738
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7790, training loss: 0.24,
0.188887
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7791, training loss: 0.19,
0.356236
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 7792, training loss: 0.36,
0.296976
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7793, training loss: 0.30,
0.241782
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7794, training loss: 0.24,
0.350786
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7795, training loss: 0.35,
0.208706
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7796, training loss: 0.21,
0.36045
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7797, training loss: 0.36,
0.28608
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7798, training loss: 0.29,
0.252699
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 7799, training loss: 0.25,
0.411811
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 7800, training loss: 0.41,
0.211087
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 7801, training loss: 0.21,
0.243813
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7802, training loss: 0.24,
0.243057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7803, training loss: 0.24,
0.238931
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7804, training loss: 0.24,
0.225546
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 7805, training loss: 0.23,
0.237661
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7806, training loss: 0.24,
0.19784
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 7807, training loss: 0.20,
0.237452
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7808, training loss: 0.24,
0.289604
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 7809, training loss: 0.29,
0.19052
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7810, training loss: 0.19,
0.225984
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7811, training loss: 0.23,
0.233841
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7812, training loss: 0.23,
0.29893
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 7813, training loss: 0.30,
0.201674
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7814, training loss: 0.20,
0.225514
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7815, training loss: 0.23,
0.223081
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7816, training loss: 0.22,
0.232294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7817, training loss: 0.23,
0.343065
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7818, training loss: 0.34,
0.223011
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7819, training loss: 0.22,
0.205922
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 7820, training loss: 0.21,
0.252825
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7821, training loss: 0.25,
0.356088
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7822, training loss: 0.36,
0.229451
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7823, training loss: 0.23,
0.222331
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7824, training loss: 0.22,
0.214216
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 7825, training loss: 0.21,
0.239439
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7826, training loss: 0.24,
0.280579
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7827, training loss: 0.28,
0.290294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 7828, training loss: 0.29,
0.442307
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 7829, training loss: 0.44,
0.209201
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 7830, training loss: 0.21,
0.335537
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 7831, training loss: 0.34,
0.216544
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7832, training loss: 0.22,
0.216853
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 7833, training loss: 0.22,
0.227825
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7834, training loss: 0.23,
0.276406
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 7835, training loss: 0.28,
0.287159
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 7836, training loss: 0.29,
0.263132
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7837, training loss: 0.26,
0.212711
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7838, training loss: 0.21,
0.266955
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 7839, training loss: 0.27,
0.209284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7840, training loss: 0.21,
0.218859
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 7841, training loss: 0.22,
0.322973
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7842, training loss: 0.32,
0.226555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 7843, training loss: 0.23,
0.262615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 7844, training loss: 0.26,
0.210038
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 7845, training loss: 0.21,
0.303385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7846, training loss: 0.30,
0.506699
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7847, training loss: 0.51,
0.370009
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7848, training loss: 0.37,
0.353465
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7849, training loss: 0.35,
0.243221
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 7850, training loss: 0.24,
0.349939
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7851, training loss: 0.35,
0.252186
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7852, training loss: 0.25,
0.206358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7853, training loss: 0.21,
0.248902
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 7854, training loss: 0.25,
0.224527
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7855, training loss: 0.22,
0.258182
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 7856, training loss: 0.26,
0.166374
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7857, training loss: 0.17,
0.216295
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 7858, training loss: 0.22,
0.183537
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 7859, training loss: 0.18,
0.415948
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 7860, training loss: 0.42,
0.317509
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7861, training loss: 0.32,
0.212836
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 7862, training loss: 0.21,
0.227583
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 7863, training loss: 0.23,
0.291453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7864, training loss: 0.29,
0.287947
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 7865, training loss: 0.29,
0.259094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 7866, training loss: 0.26,
0.358793
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7867, training loss: 0.36,
0.198188
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7868, training loss: 0.20,
0.237856
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7869, training loss: 0.24,
0.287591
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7870, training loss: 0.29,
0.222961
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 7871, training loss: 0.22,
0.208921
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7872, training loss: 0.21,
0.255406
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 7873, training loss: 0.26,
0.197578
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 7874, training loss: 0.20,
0.277209
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 7875, training loss: 0.28,
0.312382
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 7876, training loss: 0.31,
0.217658
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 7877, training loss: 0.22,
0.327734
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 7878, training loss: 0.33,
0.267308
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 7879, training loss: 0.27,
0.350473
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 7880, training loss: 0.35,
0.463089
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 7881, training loss: 0.46,
0.226128
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7882, training loss: 0.23,
0.235713
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 7883, training loss: 0.24,
0.213614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7884, training loss: 0.21,
0.222867
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 7885, training loss: 0.22,
0.22468
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 7886, training loss: 0.22,
0.21818
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 7887, training loss: 0.22,
0.255716
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 7888, training loss: 0.26,
0.229555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7889, training loss: 0.23,
0.189806
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7890, training loss: 0.19,
0.239484
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 7891, training loss: 0.24,
0.315484
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7892, training loss: 0.32,
0.220812
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 7893, training loss: 0.22,
0.23345
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7894, training loss: 0.23,
0.296947
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 7895, training loss: 0.30,
0.222367
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 7896, training loss: 0.22,
0.387769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7897, training loss: 0.39,
0.322715
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7898, training loss: 0.32,
0.371195
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7899, training loss: 0.37,
0.18935
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 7900, training loss: 0.19,
0.219091
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 7901, training loss: 0.22,
0.355497
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 7902, training loss: 0.36,
0.323774
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7903, training loss: 0.32,
0.198596
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 7904, training loss: 0.20,
0.301402
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7905, training loss: 0.30,
0.29372
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 7906, training loss: 0.29,
0.29411
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 7907, training loss: 0.29,
0.21293
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7908, training loss: 0.21,
0.232992
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 7909, training loss: 0.23,
0.355603
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 7910, training loss: 0.36,
0.250033
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7911, training loss: 0.25,
0.254448
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 7912, training loss: 0.25,
0.298355
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 7913, training loss: 0.30,
0.32106
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7914, training loss: 0.32,
0.24967
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7915, training loss: 0.25,
0.256064
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7916, training loss: 0.26,
0.214983
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7917, training loss: 0.21,
0.261115
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 7918, training loss: 0.26,
0.247454
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 7919, training loss: 0.25,
0.210397
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7920, training loss: 0.21,
0.305122
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 7921, training loss: 0.31,
0.391834
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 7922, training loss: 0.39,
0.267453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 7923, training loss: 0.27,
0.203463
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7924, training loss: 0.20,
0.222587
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 7925, training loss: 0.22,
0.195895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7926, training loss: 0.20,
0.220973
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 7927, training loss: 0.22,
0.232915
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7928, training loss: 0.23,
0.196311
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7929, training loss: 0.20,
0.223654
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7930, training loss: 0.22,
0.267639
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 7931, training loss: 0.27,
0.233456
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7932, training loss: 0.23,
0.249558
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7933, training loss: 0.25,
0.201894
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7934, training loss: 0.20,
0.215844
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 7935, training loss: 0.22,
0.2136
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7936, training loss: 0.21,
0.193233
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 7937, training loss: 0.19,
0.198994
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7938, training loss: 0.20,
0.181743
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7939, training loss: 0.18,
0.291041
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 7940, training loss: 0.29,
0.304476
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 7941, training loss: 0.30,
0.32229
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 7942, training loss: 0.32,
0.278075
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 7943, training loss: 0.28,
0.22709
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 7944, training loss: 0.23,
0.442279
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7945, training loss: 0.44,
0.238239
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 7946, training loss: 0.24,
0.192454
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 7947, training loss: 0.19,
0.296071
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 7948, training loss: 0.30,
0.219982
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7949, training loss: 0.22,
0.240511
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 7950, training loss: 0.24,
0.254381
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 7951, training loss: 0.25,
0.358965
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7952, training loss: 0.36,
0.289424
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 7953, training loss: 0.29,
0.354781
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 7954, training loss: 0.35,
0.264851
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 7955, training loss: 0.26,
0.212249
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 7956, training loss: 0.21,
0.277983
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 7957, training loss: 0.28,
0.185002
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 7958, training loss: 0.19,
0.197938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7959, training loss: 0.20,
0.239722
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 7960, training loss: 0.24,
0.215466
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 7961, training loss: 0.22,
0.239394
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 7962, training loss: 0.24,
0.293283
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7963, training loss: 0.29,
0.22019
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 7964, training loss: 0.22,
0.289715
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 7965, training loss: 0.29,
0.35012
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7966, training loss: 0.35,
0.359765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7967, training loss: 0.36,
0.199998
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 7968, training loss: 0.20,
0.201337
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 7969, training loss: 0.20,
0.249685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 7970, training loss: 0.25,
0.401192
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 7971, training loss: 0.40,
0.259263
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 7972, training loss: 0.26,
0.250544
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7973, training loss: 0.25,
0.220851
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 7974, training loss: 0.22,
0.234139
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 7975, training loss: 0.23,
0.220089
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 7976, training loss: 0.22,
0.252256
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 7977, training loss: 0.25,
0.201654
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 7978, training loss: 0.20,
0.260935
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 7979, training loss: 0.26,
0.316834
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 7980, training loss: 0.32,
0.252911
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 7981, training loss: 0.25,
0.170241
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7982, training loss: 0.17,
0.236242
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7983, training loss: 0.24,
0.179272
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 7984, training loss: 0.18,
0.189254
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 7985, training loss: 0.19,
0.244492
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 7986, training loss: 0.24,
0.366456
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 7987, training loss: 0.37,
0.284677
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 7988, training loss: 0.28,
0.268656
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 7989, training loss: 0.27,
0.357908
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 7990, training loss: 0.36,
0.253143
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 7991, training loss: 0.25,
0.198533
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 7992, training loss: 0.20,
0.244335
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 7993, training loss: 0.24,
0.23552
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 7994, training loss: 0.24,
0.237837
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 7995, training loss: 0.24,
0.225163
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 7996, training loss: 0.23,
0.41265
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 7997, training loss: 0.41,
0.301656
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 7998, training loss: 0.30,
0.280415
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 7999, training loss: 0.28,
0.285962
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 8000, training loss: 0.29,
0.253888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 8001, training loss: 0.25,
0.311516
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 8002, training loss: 0.31,
0.291695
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8003, training loss: 0.29,
0.219311
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8004, training loss: 0.22,
0.275584
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8005, training loss: 0.28,
0.247993
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 8006, training loss: 0.25,
0.293351
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 8007, training loss: 0.29,
0.247431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8008, training loss: 0.25,
0.249896
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 8009, training loss: 0.25,
0.352283
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8010, training loss: 0.35,
0.22456
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 62.4% 20 way one-shot learning accuracy
iteration 8011, training loss: 0.22,
0.18662
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8012, training loss: 0.19,
0.259301
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 8013, training loss: 0.26,
0.303117
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 8014, training loss: 0.30,
0.253655
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8015, training loss: 0.25,
0.293996
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 8016, training loss: 0.29,
0.229168
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 8017, training loss: 0.23,
0.367085
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 8018, training loss: 0.37,
0.244476
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8019, training loss: 0.24,
0.210032
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 8020, training loss: 0.21,
0.194474
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8021, training loss: 0.19,
0.198316
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 8022, training loss: 0.20,
0.212638
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8023, training loss: 0.21,
0.2115
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8024, training loss: 0.21,
0.256569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8025, training loss: 0.26,
0.196995
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8026, training loss: 0.20,
0.232348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 8027, training loss: 0.23,
0.181174
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8028, training loss: 0.18,
0.242507
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8029, training loss: 0.24,
0.2061
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8030, training loss: 0.21,
0.254618
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 8031, training loss: 0.25,
0.231507
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 8032, training loss: 0.23,
0.272691
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8033, training loss: 0.27,
0.184113
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8034, training loss: 0.18,
0.311193
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 8035, training loss: 0.31,
0.273524
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 8036, training loss: 0.27,
0.425531
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 8037, training loss: 0.43,
0.230411
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 8038, training loss: 0.23,
0.25564
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 8039, training loss: 0.26,
0.243313
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8040, training loss: 0.24,
0.362515
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8041, training loss: 0.36,
0.234455
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 8042, training loss: 0.23,
0.213419
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 8043, training loss: 0.21,
0.196247
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 8044, training loss: 0.20,
0.201964
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8045, training loss: 0.20,
0.187265
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8046, training loss: 0.19,
0.309395
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 8047, training loss: 0.31,
0.247212
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 8048, training loss: 0.25,
0.250002
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 8049, training loss: 0.25,
0.197113
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 8050, training loss: 0.20,
0.213146
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8051, training loss: 0.21,
0.233555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 8052, training loss: 0.23,
0.394441
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 8053, training loss: 0.39,
0.319364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 8054, training loss: 0.32,
0.183346
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 8055, training loss: 0.18,
0.278534
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 8056, training loss: 0.28,
0.228618
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8057, training loss: 0.23,
0.287422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8058, training loss: 0.29,
0.197865
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8059, training loss: 0.20,
0.234992
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 8060, training loss: 0.23,
0.328583
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 8061, training loss: 0.33,
0.198334
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 8062, training loss: 0.20,
0.19837
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 8063, training loss: 0.20,
0.272217
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8064, training loss: 0.27,
0.228102
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8065, training loss: 0.23,
0.301302
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 8066, training loss: 0.30,
0.273367
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8067, training loss: 0.27,
0.273047
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 8068, training loss: 0.27,
0.22104
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8069, training loss: 0.22,
0.260732
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8070, training loss: 0.26,
0.258779
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8071, training loss: 0.26,
0.227652
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 8072, training loss: 0.23,
0.240414
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 8073, training loss: 0.24,
0.212426
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8074, training loss: 0.21,
0.247827
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8075, training loss: 0.25,
0.20535
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 8076, training loss: 0.21,
0.207895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8077, training loss: 0.21,
0.268417
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8078, training loss: 0.27,
0.253351
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8079, training loss: 0.25,
0.262626
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8080, training loss: 0.26,
0.341541
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 8081, training loss: 0.34,
0.202976
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 8082, training loss: 0.20,
0.210421
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 8083, training loss: 0.21,
0.437029
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 8084, training loss: 0.44,
0.26569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8085, training loss: 0.27,
0.192078
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8086, training loss: 0.19,
0.270883
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 8087, training loss: 0.27,
0.347387
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8088, training loss: 0.35,
0.186223
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 8089, training loss: 0.19,
0.219136
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8090, training loss: 0.22,
0.244431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8091, training loss: 0.24,
0.35513
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8092, training loss: 0.36,
0.212617
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8093, training loss: 0.21,
0.212527
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 8094, training loss: 0.21,
0.233808
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8095, training loss: 0.23,
0.317888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 8096, training loss: 0.32,
0.255321
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8097, training loss: 0.26,
0.368051
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 8098, training loss: 0.37,
0.335766
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 8099, training loss: 0.34,
0.204596
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8100, training loss: 0.20,
0.34714
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 8101, training loss: 0.35,
0.347188
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 8102, training loss: 0.35,
0.264992
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8103, training loss: 0.26,
0.27727
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8104, training loss: 0.28,
0.205099
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 8105, training loss: 0.21,
0.205534
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8106, training loss: 0.21,
0.201649
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8107, training loss: 0.20,
0.239004
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8108, training loss: 0.24,
0.172509
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 8109, training loss: 0.17,
0.264134
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8110, training loss: 0.26,
0.253125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 8111, training loss: 0.25,
0.187099
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 8112, training loss: 0.19,
0.214496
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 8113, training loss: 0.21,
0.244629
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 8114, training loss: 0.24,
0.215706
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8115, training loss: 0.22,
0.3165
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 8116, training loss: 0.32,
0.29064
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 8117, training loss: 0.29,
0.212556
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8118, training loss: 0.21,
0.196407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8119, training loss: 0.20,
0.40888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 8120, training loss: 0.41,
0.216678
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8121, training loss: 0.22,
0.217612
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8122, training loss: 0.22,
0.230082
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8123, training loss: 0.23,
0.204439
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8124, training loss: 0.20,
0.264956
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8125, training loss: 0.26,
0.380997
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 8126, training loss: 0.38,
0.282698
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8127, training loss: 0.28,
0.217568
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8128, training loss: 0.22,
0.261146
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8129, training loss: 0.26,
0.247458
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8130, training loss: 0.25,
0.241187
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 8131, training loss: 0.24,
0.34181
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 8132, training loss: 0.34,
0.268296
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 8133, training loss: 0.27,
0.264098
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8134, training loss: 0.26,
0.226141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 8135, training loss: 0.23,
0.200374
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 8136, training loss: 0.20,
0.33116
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 8137, training loss: 0.33,
0.191777
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8138, training loss: 0.19,
0.292898
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 8139, training loss: 0.29,
0.191973
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8140, training loss: 0.19,
0.22179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 8141, training loss: 0.22,
0.264068
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8142, training loss: 0.26,
0.256327
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 8143, training loss: 0.26,
0.197881
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8144, training loss: 0.20,
0.271986
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 8145, training loss: 0.27,
0.280695
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 8146, training loss: 0.28,
0.187215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 8147, training loss: 0.19,
0.207374
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8148, training loss: 0.21,
0.199129
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8149, training loss: 0.20,
0.299141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 8150, training loss: 0.30,
0.211102
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8151, training loss: 0.21,
0.233242
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 8152, training loss: 0.23,
0.222009
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8153, training loss: 0.22,
0.224713
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8154, training loss: 0.22,
0.229134
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 8155, training loss: 0.23,
0.309079
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 8156, training loss: 0.31,
0.266465
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 8157, training loss: 0.27,
0.194991
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 8158, training loss: 0.19,
0.487583
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8159, training loss: 0.49,
0.219722
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 8160, training loss: 0.22,
0.195953
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8161, training loss: 0.20,
0.234174
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8162, training loss: 0.23,
0.207701
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8163, training loss: 0.21,
0.203656
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8164, training loss: 0.20,
0.303981
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 8165, training loss: 0.30,
0.214849
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 8166, training loss: 0.21,
0.258337
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8167, training loss: 0.26,
0.206078
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 8168, training loss: 0.21,
0.261156
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 8169, training loss: 0.26,
0.301484
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 8170, training loss: 0.30,
0.252329
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8171, training loss: 0.25,
0.168172
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8172, training loss: 0.17,
0.369296
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8173, training loss: 0.37,
0.261273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 8174, training loss: 0.26,
0.371989
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8175, training loss: 0.37,
0.253996
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8176, training loss: 0.25,
0.32331
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 8177, training loss: 0.32,
0.247838
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 8178, training loss: 0.25,
0.293717
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 8179, training loss: 0.29,
0.269594
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 8180, training loss: 0.27,
0.18698
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 8181, training loss: 0.19,
0.281856
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 8182, training loss: 0.28,
0.315993
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8183, training loss: 0.32,
0.355791
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 8184, training loss: 0.36,
0.201591
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8185, training loss: 0.20,
0.225142
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8186, training loss: 0.23,
0.330075
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8187, training loss: 0.33,
0.288431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 8188, training loss: 0.29,
0.166844
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 8189, training loss: 0.17,
0.259402
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8190, training loss: 0.26,
0.214133
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8191, training loss: 0.21,
0.30263
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 8192, training loss: 0.30,
0.282253
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8193, training loss: 0.28,
0.266608
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8194, training loss: 0.27,
0.190223
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 8195, training loss: 0.19,
0.200847
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 8196, training loss: 0.20,
0.220308
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8197, training loss: 0.22,
0.203119
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 8198, training loss: 0.20,
0.197838
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 8199, training loss: 0.20,
0.360382
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8200, training loss: 0.36,
0.228119
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 8201, training loss: 0.23,
0.189466
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8202, training loss: 0.19,
0.315641
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 8203, training loss: 0.32,
0.217744
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8204, training loss: 0.22,
0.221424
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 8205, training loss: 0.22,
0.250665
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 8206, training loss: 0.25,
0.201244
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 8207, training loss: 0.20,
0.176661
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8208, training loss: 0.18,
0.18524
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8209, training loss: 0.19,
0.253221
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 8210, training loss: 0.25,
0.220604
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 8211, training loss: 0.22,
0.264662
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8212, training loss: 0.26,
0.302257
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 8213, training loss: 0.30,
0.23582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 8214, training loss: 0.24,
0.169524
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 8215, training loss: 0.17,
0.184856
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8216, training loss: 0.18,
0.318595
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8217, training loss: 0.32,
0.24242
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 8218, training loss: 0.24,
0.195538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8219, training loss: 0.20,
0.188781
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 8220, training loss: 0.19,
0.214454
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8221, training loss: 0.21,
0.229341
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 8222, training loss: 0.23,
0.181082
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 8223, training loss: 0.18,
0.378707
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 8224, training loss: 0.38,
0.238588
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8225, training loss: 0.24,
0.314626
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 8226, training loss: 0.31,
0.186716
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8227, training loss: 0.19,
0.258012
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8228, training loss: 0.26,
0.223656
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 8229, training loss: 0.22,
0.301967
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8230, training loss: 0.30,
0.297946
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8231, training loss: 0.30,
0.210233
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 8232, training loss: 0.21,
0.334366
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 8233, training loss: 0.33,
0.228359
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8234, training loss: 0.23,
0.255032
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8235, training loss: 0.26,
0.233172
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 8236, training loss: 0.23,
0.359094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8237, training loss: 0.36,
0.254978
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 8238, training loss: 0.25,
0.180774
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 8239, training loss: 0.18,
0.278137
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 8240, training loss: 0.28,
0.286814
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 8241, training loss: 0.29,
0.340096
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 8242, training loss: 0.34,
0.263968
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8243, training loss: 0.26,
0.295641
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8244, training loss: 0.30,
0.250318
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 8245, training loss: 0.25,
0.248792
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8246, training loss: 0.25,
0.261243
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8247, training loss: 0.26,
0.194786
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8248, training loss: 0.19,
0.324075
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8249, training loss: 0.32,
0.263538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 8250, training loss: 0.26,
0.368464
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 8251, training loss: 0.37,
0.203298
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 8252, training loss: 0.20,
0.196568
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 8253, training loss: 0.20,
0.222191
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 8254, training loss: 0.22,
0.209325
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 8255, training loss: 0.21,
0.254151
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 8256, training loss: 0.25,
0.230945
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8257, training loss: 0.23,
0.268405
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 8258, training loss: 0.27,
0.1847
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 8259, training loss: 0.18,
0.264794
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 8260, training loss: 0.26,
0.210012
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 8261, training loss: 0.21,
0.213469
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 8262, training loss: 0.21,
0.226137
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8263, training loss: 0.23,
0.220568
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8264, training loss: 0.22,
0.261185
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 8265, training loss: 0.26,
0.189433
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 8266, training loss: 0.19,
0.228236
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 8267, training loss: 0.23,
0.271541
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 8268, training loss: 0.27,
0.285961
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 8269, training loss: 0.29,
0.328009
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8270, training loss: 0.33,
0.1762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8271, training loss: 0.18,
0.183016
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8272, training loss: 0.18,
0.23348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8273, training loss: 0.23,
0.290968
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8274, training loss: 0.29,
0.176674
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 8275, training loss: 0.18,
0.24205
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 8276, training loss: 0.24,
0.203784
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.2% 20 way one-shot learning accuracy
iteration 8277, training loss: 0.20,
0.263815
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 8278, training loss: 0.26,
0.197665
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 8279, training loss: 0.20,
0.187259
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8280, training loss: 0.19,
0.196477
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 8281, training loss: 0.20,
0.239384
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 8282, training loss: 0.24,
0.370249
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8283, training loss: 0.37,
0.214362
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 8284, training loss: 0.21,
0.240141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 8285, training loss: 0.24,
0.225003
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 8286, training loss: 0.23,
0.321553
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8287, training loss: 0.32,
0.307708
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8288, training loss: 0.31,
0.275843
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 8289, training loss: 0.28,
0.227002
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 8290, training loss: 0.23,
0.320472
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8291, training loss: 0.32,
0.356441
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8292, training loss: 0.36,
0.363294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8293, training loss: 0.36,
0.269057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8294, training loss: 0.27,
0.264711
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 8295, training loss: 0.26,
0.203089
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8296, training loss: 0.20,
0.190014
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8297, training loss: 0.19,
0.213385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 8298, training loss: 0.21,
0.359948
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 8299, training loss: 0.36,
0.189975
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8300, training loss: 0.19,
0.238294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 8301, training loss: 0.24,
0.319554
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 8302, training loss: 0.32,
0.207276
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 8303, training loss: 0.21,
0.260575
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 8304, training loss: 0.26,
0.186332
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 8305, training loss: 0.19,
0.227841
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 8306, training loss: 0.23,
0.373733
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 8307, training loss: 0.37,
0.313232
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 8308, training loss: 0.31,
0.398068
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 8309, training loss: 0.40,
0.235909
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8310, training loss: 0.24,
0.240907
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 8311, training loss: 0.24,
0.220868
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 8312, training loss: 0.22,
0.247218
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8313, training loss: 0.25,
0.222656
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8314, training loss: 0.22,
0.396369
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8315, training loss: 0.40,
0.231048
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8316, training loss: 0.23,
0.30423
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8317, training loss: 0.30,
0.248729
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8318, training loss: 0.25,
0.189295
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 8319, training loss: 0.19,
0.306929
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8320, training loss: 0.31,
0.254426
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 8321, training loss: 0.25,
0.294558
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 8322, training loss: 0.29,
0.31468
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8323, training loss: 0.31,
0.214339
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 8324, training loss: 0.21,
0.22562
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 8325, training loss: 0.23,
0.165003
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8326, training loss: 0.17,
0.32444
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8327, training loss: 0.32,
0.232907
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 8328, training loss: 0.23,
0.264426
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8329, training loss: 0.26,
0.202646
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 8330, training loss: 0.20,
0.232557
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8331, training loss: 0.23,
0.22201
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 8332, training loss: 0.22,
0.248025
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 8333, training loss: 0.25,
0.357624
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8334, training loss: 0.36,
0.32877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 8335, training loss: 0.33,
0.276944
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 8336, training loss: 0.28,
0.230039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8337, training loss: 0.23,
0.258525
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8338, training loss: 0.26,
0.208396
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8339, training loss: 0.21,
0.233278
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8340, training loss: 0.23,
0.212563
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 8341, training loss: 0.21,
0.241858
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 8342, training loss: 0.24,
0.243324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 8343, training loss: 0.24,
0.350004
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8344, training loss: 0.35,
0.268465
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8345, training loss: 0.27,
0.250987
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8346, training loss: 0.25,
0.250312
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8347, training loss: 0.25,
0.283629
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 8348, training loss: 0.28,
0.274914
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8349, training loss: 0.27,
0.172404
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8350, training loss: 0.17,
0.225216
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8351, training loss: 0.23,
0.254743
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8352, training loss: 0.25,
0.226139
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8353, training loss: 0.23,
0.162029
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 8354, training loss: 0.16,
0.198809
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8355, training loss: 0.20,
0.222981
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8356, training loss: 0.22,
0.334129
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8357, training loss: 0.33,
0.217526
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8358, training loss: 0.22,
0.317683
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 8359, training loss: 0.32,
0.403451
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 8360, training loss: 0.40,
0.263446
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8361, training loss: 0.26,
0.215762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8362, training loss: 0.22,
0.329285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8363, training loss: 0.33,
0.210771
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 8364, training loss: 0.21,
0.207666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 8365, training loss: 0.21,
0.215469
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8366, training loss: 0.22,
0.312976
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8367, training loss: 0.31,
0.247734
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8368, training loss: 0.25,
0.325703
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 8369, training loss: 0.33,
0.291427
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8370, training loss: 0.29,
0.196566
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8371, training loss: 0.20,
0.19559
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8372, training loss: 0.20,
0.200623
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 8373, training loss: 0.20,
0.245821
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 8374, training loss: 0.25,
0.224877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8375, training loss: 0.22,
0.251378
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8376, training loss: 0.25,
0.272801
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 8377, training loss: 0.27,
0.280357
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 8378, training loss: 0.28,
0.206831
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8379, training loss: 0.21,
0.200101
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8380, training loss: 0.20,
0.242919
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 8381, training loss: 0.24,
0.40635
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8382, training loss: 0.41,
0.181134
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8383, training loss: 0.18,
0.38414
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8384, training loss: 0.38,
0.215606
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8385, training loss: 0.22,
0.211331
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8386, training loss: 0.21,
0.300506
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8387, training loss: 0.30,
0.321305
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 8388, training loss: 0.32,
0.22316
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 8389, training loss: 0.22,
0.328665
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 8390, training loss: 0.33,
0.425707
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8391, training loss: 0.43,
0.356645
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 8392, training loss: 0.36,
0.202392
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 8393, training loss: 0.20,
0.194483
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 8394, training loss: 0.19,
0.20658
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 8395, training loss: 0.21,
0.237504
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8396, training loss: 0.24,
0.363421
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8397, training loss: 0.36,
0.214715
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 8398, training loss: 0.21,
0.184552
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8399, training loss: 0.18,
0.203533
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 8400, training loss: 0.20,
0.309115
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 8401, training loss: 0.31,
0.184877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 8402, training loss: 0.18,
0.175615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8403, training loss: 0.18,
0.252031
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 8404, training loss: 0.25,
0.359242
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 8405, training loss: 0.36,
0.236684
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 8406, training loss: 0.24,
0.291156
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8407, training loss: 0.29,
0.274618
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 8408, training loss: 0.27,
0.329613
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 8409, training loss: 0.33,
0.358783
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8410, training loss: 0.36,
0.326911
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 8411, training loss: 0.33,
0.198994
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 8412, training loss: 0.20,
0.183192
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8413, training loss: 0.18,
0.222545
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8414, training loss: 0.22,
0.192108
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8415, training loss: 0.19,
0.242001
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8416, training loss: 0.24,
0.229456
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8417, training loss: 0.23,
0.240633
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 8418, training loss: 0.24,
0.174369
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8419, training loss: 0.17,
0.264232
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 8420, training loss: 0.26,
0.194334
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8421, training loss: 0.19,
0.281902
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8422, training loss: 0.28,
0.387717
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8423, training loss: 0.39,
0.204657
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 8424, training loss: 0.20,
0.1943
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8425, training loss: 0.19,
0.22201
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8426, training loss: 0.22,
0.169314
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8427, training loss: 0.17,
0.218701
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8428, training loss: 0.22,
0.286557
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8429, training loss: 0.29,
0.252802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 8430, training loss: 0.25,
0.245423
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8431, training loss: 0.25,
0.248524
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 8432, training loss: 0.25,
0.221131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8433, training loss: 0.22,
0.291335
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 8434, training loss: 0.29,
0.216953
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 8435, training loss: 0.22,
0.313661
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8436, training loss: 0.31,
0.210616
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8437, training loss: 0.21,
0.313807
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8438, training loss: 0.31,
0.243878
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8439, training loss: 0.24,
0.233486
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 8440, training loss: 0.23,
0.209391
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8441, training loss: 0.21,
0.218432
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8442, training loss: 0.22,
0.232027
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8443, training loss: 0.23,
0.18635
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8444, training loss: 0.19,
0.314853
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8445, training loss: 0.31,
0.287443
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 8446, training loss: 0.29,
0.223196
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 8447, training loss: 0.22,
0.244535
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 8448, training loss: 0.24,
0.290788
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8449, training loss: 0.29,
0.203125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 8450, training loss: 0.20,
0.29092
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 8451, training loss: 0.29,
0.285312
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 8452, training loss: 0.29,
0.258844
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 8453, training loss: 0.26,
0.224309
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8454, training loss: 0.22,
0.206846
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8455, training loss: 0.21,
0.195334
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8456, training loss: 0.20,
0.339065
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8457, training loss: 0.34,
0.282716
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 8458, training loss: 0.28,
0.226385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8459, training loss: 0.23,
0.228749
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 8460, training loss: 0.23,
0.257356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 8461, training loss: 0.26,
0.181418
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 8462, training loss: 0.18,
0.263686
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 8463, training loss: 0.26,
0.207545
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 8464, training loss: 0.21,
0.251112
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 8465, training loss: 0.25,
0.195882
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 8466, training loss: 0.20,
0.19256
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8467, training loss: 0.19,
0.446575
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 8468, training loss: 0.45,
0.228181
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 8469, training loss: 0.23,
0.274986
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8470, training loss: 0.27,
0.234326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 8471, training loss: 0.23,
0.207617
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 8472, training loss: 0.21,
0.217504
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 8473, training loss: 0.22,
0.190002
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 8474, training loss: 0.19,
0.307357
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8475, training loss: 0.31,
0.351622
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 8476, training loss: 0.35,
0.219883
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 8477, training loss: 0.22,
0.232583
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8478, training loss: 0.23,
0.284774
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8479, training loss: 0.28,
0.275464
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8480, training loss: 0.28,
0.276658
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 8481, training loss: 0.28,
0.209411
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8482, training loss: 0.21,
0.224741
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 8483, training loss: 0.22,
0.234824
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 8484, training loss: 0.23,
0.306353
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8485, training loss: 0.31,
0.32495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 8486, training loss: 0.32,
0.359943
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8487, training loss: 0.36,
0.23369
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 8488, training loss: 0.23,
0.205324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8489, training loss: 0.21,
0.205774
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8490, training loss: 0.21,
0.220846
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 8491, training loss: 0.22,
0.283171
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8492, training loss: 0.28,
0.262143
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8493, training loss: 0.26,
0.285464
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8494, training loss: 0.29,
0.200055
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 8495, training loss: 0.20,
0.230682
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8496, training loss: 0.23,
0.199262
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 8497, training loss: 0.20,
0.25655
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 8498, training loss: 0.26,
0.210734
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8499, training loss: 0.21,
0.213108
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8500, training loss: 0.21,
0.220627
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8501, training loss: 0.22,
0.241421
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8502, training loss: 0.24,
0.242149
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8503, training loss: 0.24,
0.239013
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8504, training loss: 0.24,
0.230588
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8505, training loss: 0.23,
0.296066
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8506, training loss: 0.30,
0.21522
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 8507, training loss: 0.22,
0.268747
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8508, training loss: 0.27,
0.286738
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 8509, training loss: 0.29,
0.217495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 8510, training loss: 0.22,
0.277129
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 8511, training loss: 0.28,
0.24343
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8512, training loss: 0.24,
0.236306
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 8513, training loss: 0.24,
0.164869
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 8514, training loss: 0.16,
0.185671
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 8515, training loss: 0.19,
0.17821
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8516, training loss: 0.18,
0.196143
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8517, training loss: 0.20,
0.216162
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8518, training loss: 0.22,
0.215649
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 8519, training loss: 0.22,
0.180063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8520, training loss: 0.18,
0.205591
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 8521, training loss: 0.21,
0.257078
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 8522, training loss: 0.26,
0.286313
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8523, training loss: 0.29,
0.317016
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8524, training loss: 0.32,
0.206207
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 8525, training loss: 0.21,
0.20937
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8526, training loss: 0.21,
0.218146
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8527, training loss: 0.22,
0.188102
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 8528, training loss: 0.19,
0.20345
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 8529, training loss: 0.20,
0.284525
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 8530, training loss: 0.28,
0.210612
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8531, training loss: 0.21,
0.215272
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 8532, training loss: 0.22,
0.230422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 8533, training loss: 0.23,
0.256296
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8534, training loss: 0.26,
0.174802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 8535, training loss: 0.17,
0.247653
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 8536, training loss: 0.25,
0.221053
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 8537, training loss: 0.22,
0.311784
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8538, training loss: 0.31,
0.276616
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 8539, training loss: 0.28,
0.190193
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 8540, training loss: 0.19,
0.190522
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8541, training loss: 0.19,
0.326591
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8542, training loss: 0.33,
0.254995
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8543, training loss: 0.25,
0.234883
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 8544, training loss: 0.23,
0.186845
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8545, training loss: 0.19,
0.217739
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 8546, training loss: 0.22,
0.207009
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8547, training loss: 0.21,
0.207781
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8548, training loss: 0.21,
0.204428
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8549, training loss: 0.20,
0.257094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8550, training loss: 0.26,
0.271937
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 8551, training loss: 0.27,
0.296643
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 8552, training loss: 0.30,
0.239743
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 8553, training loss: 0.24,
0.217436
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 8554, training loss: 0.22,
0.274582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8555, training loss: 0.27,
0.261595
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 8556, training loss: 0.26,
0.228368
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 8557, training loss: 0.23,
0.288483
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8558, training loss: 0.29,
0.190202
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8559, training loss: 0.19,
0.166669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 8560, training loss: 0.17,
0.208575
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8561, training loss: 0.21,
0.226716
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8562, training loss: 0.23,
0.19575
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 8563, training loss: 0.20,
0.255292
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 8564, training loss: 0.26,
0.251749
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8565, training loss: 0.25,
0.218074
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8566, training loss: 0.22,
0.210698
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 8567, training loss: 0.21,
0.346349
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 8568, training loss: 0.35,
0.341945
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8569, training loss: 0.34,
0.184452
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 8570, training loss: 0.18,
0.250036
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8571, training loss: 0.25,
0.232897
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 8572, training loss: 0.23,
0.1788
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8573, training loss: 0.18,
0.17716
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 8574, training loss: 0.18,
0.391883
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 8575, training loss: 0.39,
0.204209
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8576, training loss: 0.20,
0.266031
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 8577, training loss: 0.27,
0.241645
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8578, training loss: 0.24,
0.167215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 8579, training loss: 0.17,
0.188513
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 8580, training loss: 0.19,
0.231258
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 8581, training loss: 0.23,
0.306402
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 8582, training loss: 0.31,
0.24608
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8583, training loss: 0.25,
0.27297
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8584, training loss: 0.27,
0.296354
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8585, training loss: 0.30,
0.202412
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8586, training loss: 0.20,
0.235495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 8587, training loss: 0.24,
0.196541
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 8588, training loss: 0.20,
0.201905
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 8589, training loss: 0.20,
0.197797
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 8590, training loss: 0.20,
0.225529
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 8591, training loss: 0.23,
0.22179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8592, training loss: 0.22,
0.191006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 8593, training loss: 0.19,
0.220738
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 8594, training loss: 0.22,
0.218085
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8595, training loss: 0.22,
0.229583
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 8596, training loss: 0.23,
0.258729
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 8597, training loss: 0.26,
0.349848
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8598, training loss: 0.35,
0.287342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8599, training loss: 0.29,
0.239995
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8600, training loss: 0.24,
0.220336
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 8601, training loss: 0.22,
0.220607
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8602, training loss: 0.22,
0.433575
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 8603, training loss: 0.43,
0.229633
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8604, training loss: 0.23,
0.286112
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 8605, training loss: 0.29,
0.19025
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8606, training loss: 0.19,
0.212399
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 8607, training loss: 0.21,
0.272122
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8608, training loss: 0.27,
0.30085
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8609, training loss: 0.30,
0.199081
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 8610, training loss: 0.20,
0.252754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8611, training loss: 0.25,
0.200219
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 8612, training loss: 0.20,
0.292383
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8613, training loss: 0.29,
0.308505
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8614, training loss: 0.31,
0.224148
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8615, training loss: 0.22,
0.280625
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8616, training loss: 0.28,
0.410974
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 8617, training loss: 0.41,
0.278623
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 8618, training loss: 0.28,
0.237319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8619, training loss: 0.24,
0.216571
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8620, training loss: 0.22,
0.356689
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8621, training loss: 0.36,
0.204776
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8622, training loss: 0.20,
0.218243
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 8623, training loss: 0.22,
0.271319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8624, training loss: 0.27,
0.233173
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8625, training loss: 0.23,
0.248456
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 8626, training loss: 0.25,
0.232948
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8627, training loss: 0.23,
0.224384
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 8628, training loss: 0.22,
0.181902
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8629, training loss: 0.18,
0.244302
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 8630, training loss: 0.24,
0.333309
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 8631, training loss: 0.33,
0.17494
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 8632, training loss: 0.17,
0.227454
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8633, training loss: 0.23,
0.305582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8634, training loss: 0.31,
0.251532
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 8635, training loss: 0.25,
0.22545
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 8636, training loss: 0.23,
0.177084
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 8637, training loss: 0.18,
0.332852
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 8638, training loss: 0.33,
0.210557
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8639, training loss: 0.21,
0.240299
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8640, training loss: 0.24,
0.199444
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 8641, training loss: 0.20,
0.174768
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 8642, training loss: 0.17,
0.202093
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 8643, training loss: 0.20,
0.190431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8644, training loss: 0.19,
0.292432
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8645, training loss: 0.29,
0.212943
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 8646, training loss: 0.21,
0.203428
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8647, training loss: 0.20,
0.196228
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8648, training loss: 0.20,
0.218534
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8649, training loss: 0.22,
0.217912
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 8650, training loss: 0.22,
0.244432
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8651, training loss: 0.24,
0.265675
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8652, training loss: 0.27,
0.236865
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 8653, training loss: 0.24,
0.203445
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8654, training loss: 0.20,
0.406324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 8655, training loss: 0.41,
0.308838
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8656, training loss: 0.31,
0.426788
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 8657, training loss: 0.43,
0.250568
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8658, training loss: 0.25,
0.361113
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 8659, training loss: 0.36,
0.208805
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8660, training loss: 0.21,
0.209498
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8661, training loss: 0.21,
0.274968
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 8662, training loss: 0.27,
0.195117
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8663, training loss: 0.20,
0.243917
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8664, training loss: 0.24,
0.174313
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8665, training loss: 0.17,
0.353218
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8666, training loss: 0.35,
0.271744
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8667, training loss: 0.27,
0.280614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8668, training loss: 0.28,
0.281631
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 8669, training loss: 0.28,
0.333792
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8670, training loss: 0.33,
0.232743
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 8671, training loss: 0.23,
0.226626
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 8672, training loss: 0.23,
0.283373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 8673, training loss: 0.28,
0.289769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 8674, training loss: 0.29,
0.212077
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 8675, training loss: 0.21,
0.22855
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8676, training loss: 0.23,
0.245941
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8677, training loss: 0.25,
0.23425
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 8678, training loss: 0.23,
0.211961
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 8679, training loss: 0.21,
0.237573
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8680, training loss: 0.24,
0.261236
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8681, training loss: 0.26,
0.257662
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8682, training loss: 0.26,
0.246451
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8683, training loss: 0.25,
0.239754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8684, training loss: 0.24,
0.283297
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8685, training loss: 0.28,
0.194391
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8686, training loss: 0.19,
0.200636
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 8687, training loss: 0.20,
0.18964
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 8688, training loss: 0.19,
0.26887
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 8689, training loss: 0.27,
0.224098
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 8690, training loss: 0.22,
0.241291
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8691, training loss: 0.24,
0.2008
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 8692, training loss: 0.20,
0.275063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8693, training loss: 0.28,
0.271278
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 8694, training loss: 0.27,
0.166371
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8695, training loss: 0.17,
0.198032
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 8696, training loss: 0.20,
0.38072
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 8697, training loss: 0.38,
0.1843
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8698, training loss: 0.18,
0.282188
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 8699, training loss: 0.28,
0.198273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8700, training loss: 0.20,
0.253781
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 8701, training loss: 0.25,
0.21644
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 8702, training loss: 0.22,
0.248228
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8703, training loss: 0.25,
0.289925
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 8704, training loss: 0.29,
0.225442
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 8705, training loss: 0.23,
0.193505
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 8706, training loss: 0.19,
0.218881
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 8707, training loss: 0.22,
0.213543
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8708, training loss: 0.21,
0.22966
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 8709, training loss: 0.23,
0.243552
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8710, training loss: 0.24,
0.322411
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8711, training loss: 0.32,
0.216936
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 8712, training loss: 0.22,
0.281994
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8713, training loss: 0.28,
0.215436
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 8714, training loss: 0.22,
0.248793
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8715, training loss: 0.25,
0.221456
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8716, training loss: 0.22,
0.26029
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8717, training loss: 0.26,
0.323711
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8718, training loss: 0.32,
0.187703
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8719, training loss: 0.19,
0.211329
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8720, training loss: 0.21,
0.336922
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8721, training loss: 0.34,
0.246302
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8722, training loss: 0.25,
0.248622
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8723, training loss: 0.25,
0.288539
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 8724, training loss: 0.29,
0.17956
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 8725, training loss: 0.18,
0.230417
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 8726, training loss: 0.23,
0.229781
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8727, training loss: 0.23,
0.263141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8728, training loss: 0.26,
0.178539
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 8729, training loss: 0.18,
0.296406
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 8730, training loss: 0.30,
0.250736
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8731, training loss: 0.25,
0.239156
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8732, training loss: 0.24,
0.209362
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 8733, training loss: 0.21,
0.193852
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8734, training loss: 0.19,
0.1924
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 8735, training loss: 0.19,
0.245582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8736, training loss: 0.25,
0.177974
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 8737, training loss: 0.18,
0.237251
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 8738, training loss: 0.24,
0.297162
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 8739, training loss: 0.30,
0.236106
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 8740, training loss: 0.24,
0.184085
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 8741, training loss: 0.18,
0.19028
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8742, training loss: 0.19,
0.306692
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 8743, training loss: 0.31,
0.270544
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 8744, training loss: 0.27,
0.299239
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8745, training loss: 0.30,
0.263426
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8746, training loss: 0.26,
0.278879
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8747, training loss: 0.28,
0.222776
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8748, training loss: 0.22,
0.206177
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 8749, training loss: 0.21,
0.18749
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 8750, training loss: 0.19,
0.2528
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8751, training loss: 0.25,
0.199203
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8752, training loss: 0.20,
0.227945
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 8753, training loss: 0.23,
0.332471
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 8754, training loss: 0.33,
0.201928
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 8755, training loss: 0.20,
0.228529
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 8756, training loss: 0.23,
0.242462
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8757, training loss: 0.24,
0.216008
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8758, training loss: 0.22,
0.294369
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8759, training loss: 0.29,
0.244498
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8760, training loss: 0.24,
0.223066
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 8761, training loss: 0.22,
0.210524
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 8762, training loss: 0.21,
0.304703
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 8763, training loss: 0.30,
0.195281
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 8764, training loss: 0.20,
0.257708
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 8765, training loss: 0.26,
0.280336
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 8766, training loss: 0.28,
0.169222
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8767, training loss: 0.17,
0.210191
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 8768, training loss: 0.21,
0.31
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8769, training loss: 0.31,
0.475272
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 8770, training loss: 0.48,
0.289124
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8771, training loss: 0.29,
0.271107
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 8772, training loss: 0.27,
0.218938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 8773, training loss: 0.22,
0.220287
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 8774, training loss: 0.22,
0.345425
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8775, training loss: 0.35,
0.239052
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8776, training loss: 0.24,
0.265793
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 8777, training loss: 0.27,
0.198829
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 8778, training loss: 0.20,
0.305518
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8779, training loss: 0.31,
0.186901
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8780, training loss: 0.19,
0.237588
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8781, training loss: 0.24,
0.174609
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 8782, training loss: 0.17,
0.178358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8783, training loss: 0.18,
0.215664
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 8784, training loss: 0.22,
0.219629
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 8785, training loss: 0.22,
0.216323
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 8786, training loss: 0.22,
0.266935
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8787, training loss: 0.27,
0.181772
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8788, training loss: 0.18,
0.212927
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8789, training loss: 0.21,
0.351725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 8790, training loss: 0.35,
0.232117
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8791, training loss: 0.23,
0.272137
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8792, training loss: 0.27,
0.304286
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8793, training loss: 0.30,
0.208537
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8794, training loss: 0.21,
0.174867
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 8795, training loss: 0.17,
0.23637
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8796, training loss: 0.24,
0.233148
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 8797, training loss: 0.23,
0.26282
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 8798, training loss: 0.26,
0.19975
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8799, training loss: 0.20,
0.318238
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 8800, training loss: 0.32,
0.24775
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8801, training loss: 0.25,
0.32103
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8802, training loss: 0.32,
0.246521
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 8803, training loss: 0.25,
0.218111
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8804, training loss: 0.22,
0.184289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 8805, training loss: 0.18,
0.25475
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 8806, training loss: 0.25,
0.304289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 8807, training loss: 0.30,
0.2584
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8808, training loss: 0.26,
0.19726
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 8809, training loss: 0.20,
0.215712
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8810, training loss: 0.22,
0.199072
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8811, training loss: 0.20,
0.204821
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 8812, training loss: 0.20,
0.305293
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 8813, training loss: 0.31,
0.202977
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 8814, training loss: 0.20,
0.310531
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8815, training loss: 0.31,
0.205523
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8816, training loss: 0.21,
0.232905
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 8817, training loss: 0.23,
0.237139
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 8818, training loss: 0.24,
0.203833
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8819, training loss: 0.20,
0.289439
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 8820, training loss: 0.29,
0.242289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 8821, training loss: 0.24,
0.257035
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 8822, training loss: 0.26,
0.334198
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 8823, training loss: 0.33,
0.261891
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8824, training loss: 0.26,
0.365535
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8825, training loss: 0.37,
0.393139
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 8826, training loss: 0.39,
0.230755
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 8827, training loss: 0.23,
0.192411
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8828, training loss: 0.19,
0.197739
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8829, training loss: 0.20,
0.191271
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 8830, training loss: 0.19,
0.221104
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 8831, training loss: 0.22,
0.231025
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 8832, training loss: 0.23,
0.32959
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 8833, training loss: 0.33,
0.335424
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8834, training loss: 0.34,
0.243733
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 8835, training loss: 0.24,
0.182207
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8836, training loss: 0.18,
0.210177
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 8837, training loss: 0.21,
0.17715
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 8838, training loss: 0.18,
0.189325
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 8839, training loss: 0.19,
0.235937
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 8840, training loss: 0.24,
0.273045
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 8841, training loss: 0.27,
0.210116
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 8842, training loss: 0.21,
0.344772
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8843, training loss: 0.34,
0.228728
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8844, training loss: 0.23,
0.253422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 8845, training loss: 0.25,
0.2027
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8846, training loss: 0.20,
0.205376
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8847, training loss: 0.21,
0.416685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8848, training loss: 0.42,
0.234324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 8849, training loss: 0.23,
0.224628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 8850, training loss: 0.22,
0.200925
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8851, training loss: 0.20,
0.214638
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 8852, training loss: 0.21,
0.21575
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 8853, training loss: 0.22,
0.238382
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 8854, training loss: 0.24,
0.197583
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 8855, training loss: 0.20,
0.220186
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8856, training loss: 0.22,
0.234014
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 8857, training loss: 0.23,
0.232993
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 8858, training loss: 0.23,
0.21423
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8859, training loss: 0.21,
0.248758
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 8860, training loss: 0.25,
0.299881
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8861, training loss: 0.30,
0.210256
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8862, training loss: 0.21,
0.296419
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8863, training loss: 0.30,
0.278861
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 8864, training loss: 0.28,
0.226826
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8865, training loss: 0.23,
0.204708
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 8866, training loss: 0.20,
0.230764
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 8867, training loss: 0.23,
0.35372
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 8868, training loss: 0.35,
0.1766
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 8869, training loss: 0.18,
0.237918
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8870, training loss: 0.24,
0.211505
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 8871, training loss: 0.21,
0.188324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 8872, training loss: 0.19,
0.248222
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8873, training loss: 0.25,
0.213952
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8874, training loss: 0.21,
0.203027
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 8875, training loss: 0.20,
0.23179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 8876, training loss: 0.23,
0.228569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 8877, training loss: 0.23,
0.194388
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8878, training loss: 0.19,
0.184277
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8879, training loss: 0.18,
0.182494
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8880, training loss: 0.18,
0.325956
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8881, training loss: 0.33,
0.189398
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 8882, training loss: 0.19,
0.29031
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8883, training loss: 0.29,
0.229246
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 8884, training loss: 0.23,
0.265438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 8885, training loss: 0.27,
0.237097
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8886, training loss: 0.24,
0.270243
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8887, training loss: 0.27,
0.244761
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 8888, training loss: 0.24,
0.345505
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8889, training loss: 0.35,
0.211522
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 8890, training loss: 0.21,
0.195173
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 8891, training loss: 0.20,
0.201785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 8892, training loss: 0.20,
0.235688
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 8893, training loss: 0.24,
0.212901
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8894, training loss: 0.21,
0.328261
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8895, training loss: 0.33,
0.223798
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8896, training loss: 0.22,
0.192014
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 8897, training loss: 0.19,
0.202824
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8898, training loss: 0.20,
0.282924
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 8899, training loss: 0.28,
0.232328
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 8900, training loss: 0.23,
0.31853
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8901, training loss: 0.32,
0.275764
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 8902, training loss: 0.28,
0.247952
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 8903, training loss: 0.25,
0.21136
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8904, training loss: 0.21,
0.216966
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 8905, training loss: 0.22,
0.210994
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 8906, training loss: 0.21,
0.216044
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8907, training loss: 0.22,
0.240899
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8908, training loss: 0.24,
0.246365
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8909, training loss: 0.25,
0.248538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8910, training loss: 0.25,
0.231707
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 8911, training loss: 0.23,
0.228275
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 8912, training loss: 0.23,
0.219276
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8913, training loss: 0.22,
0.408354
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8914, training loss: 0.41,
0.547597
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8915, training loss: 0.55,
0.188381
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 8916, training loss: 0.19,
0.193985
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8917, training loss: 0.19,
0.270715
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 8918, training loss: 0.27,
0.194062
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8919, training loss: 0.19,
0.21276
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8920, training loss: 0.21,
0.185883
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8921, training loss: 0.19,
0.217861
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8922, training loss: 0.22,
0.253122
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 8923, training loss: 0.25,
0.23484
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 8924, training loss: 0.23,
0.277469
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8925, training loss: 0.28,
0.329832
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8926, training loss: 0.33,
0.183911
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 8927, training loss: 0.18,
0.256752
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 8928, training loss: 0.26,
0.301626
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8929, training loss: 0.30,
0.449279
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 8930, training loss: 0.45,
0.216932
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 8931, training loss: 0.22,
0.219873
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8932, training loss: 0.22,
0.220373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8933, training loss: 0.22,
0.23713
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 8934, training loss: 0.24,
0.342746
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 8935, training loss: 0.34,
0.186343
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 8936, training loss: 0.19,
0.43548
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 8937, training loss: 0.44,
0.342247
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8938, training loss: 0.34,
0.228855
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8939, training loss: 0.23,
0.311718
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8940, training loss: 0.31,
0.214296
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8941, training loss: 0.21,
0.268489
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8942, training loss: 0.27,
0.193887
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8943, training loss: 0.19,
0.168655
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 8944, training loss: 0.17,
0.183602
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 8945, training loss: 0.18,
0.287044
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 8946, training loss: 0.29,
0.200552
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 8947, training loss: 0.20,
0.443098
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8948, training loss: 0.44,
0.213817
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 8949, training loss: 0.21,
0.205475
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8950, training loss: 0.21,
0.299383
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 8951, training loss: 0.30,
0.242078
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 8952, training loss: 0.24,
0.189689
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8953, training loss: 0.19,
0.263891
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 8954, training loss: 0.26,
0.251053
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 8955, training loss: 0.25,
0.16562
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8956, training loss: 0.17,
0.258407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8957, training loss: 0.26,
0.317227
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 8958, training loss: 0.32,
0.276098
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8959, training loss: 0.28,
0.251468
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 8960, training loss: 0.25,
0.206702
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8961, training loss: 0.21,
0.207996
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 8962, training loss: 0.21,
0.236452
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 8963, training loss: 0.24,
0.219747
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 8964, training loss: 0.22,
0.225953
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 8965, training loss: 0.23,
0.232538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8966, training loss: 0.23,
0.203977
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8967, training loss: 0.20,
0.186096
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 8968, training loss: 0.19,
0.204903
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8969, training loss: 0.20,
0.238772
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 8970, training loss: 0.24,
0.182985
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 8971, training loss: 0.18,
0.187488
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 8972, training loss: 0.19,
0.272571
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 8973, training loss: 0.27,
0.324534
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 8974, training loss: 0.32,
0.193381
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 8975, training loss: 0.19,
0.405973
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8976, training loss: 0.41,
0.3628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 8977, training loss: 0.36,
0.222266
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8978, training loss: 0.22,
0.32183
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 8979, training loss: 0.32,
0.296069
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8980, training loss: 0.30,
0.234184
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 8981, training loss: 0.23,
0.23968
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 8982, training loss: 0.24,
0.186432
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 8983, training loss: 0.19,
0.249495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 8984, training loss: 0.25,
0.186163
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 8985, training loss: 0.19,
0.256159
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 8986, training loss: 0.26,
0.187109
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 8987, training loss: 0.19,
0.277255
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8988, training loss: 0.28,
0.232526
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 8989, training loss: 0.23,
0.201101
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 8990, training loss: 0.20,
0.240142
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 8991, training loss: 0.24,
0.205783
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8992, training loss: 0.21,
0.203706
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8993, training loss: 0.20,
0.234788
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8994, training loss: 0.23,
0.249081
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 8995, training loss: 0.25,
0.261797
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 8996, training loss: 0.26,
0.268136
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 8997, training loss: 0.27,
0.250676
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 8998, training loss: 0.25,
0.251677
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 8999, training loss: 0.25,
0.262209
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9000, training loss: 0.26,
0.186206
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 9001, training loss: 0.19,
0.257738
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 9002, training loss: 0.26,
0.366332
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 9003, training loss: 0.37,
0.313828
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 9004, training loss: 0.31,
0.210467
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9005, training loss: 0.21,
0.248128
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 9006, training loss: 0.25,
0.376721
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9007, training loss: 0.38,
0.248886
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9008, training loss: 0.25,
0.435701
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9009, training loss: 0.44,
0.234597
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9010, training loss: 0.23,
0.240328
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9011, training loss: 0.24,
0.246474
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 9012, training loss: 0.25,
0.192711
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 9013, training loss: 0.19,
0.256246
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9014, training loss: 0.26,
0.308473
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 9015, training loss: 0.31,
0.23065
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 9016, training loss: 0.23,
0.223994
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9017, training loss: 0.22,
0.174736
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9018, training loss: 0.17,
0.247925
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 9019, training loss: 0.25,
0.180675
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9020, training loss: 0.18,
0.235529
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 9021, training loss: 0.24,
0.338446
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 9022, training loss: 0.34,
0.212494
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9023, training loss: 0.21,
0.253347
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9024, training loss: 0.25,
0.198327
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 9025, training loss: 0.20,
0.215102
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9026, training loss: 0.22,
0.455253
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 9027, training loss: 0.46,
0.289161
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 9028, training loss: 0.29,
0.164498
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9029, training loss: 0.16,
0.20723
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9030, training loss: 0.21,
0.225082
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9031, training loss: 0.23,
0.205385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 9032, training loss: 0.21,
0.318338
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9033, training loss: 0.32,
0.231634
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9034, training loss: 0.23,
0.198583
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9035, training loss: 0.20,
0.220191
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9036, training loss: 0.22,
0.245872
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 9037, training loss: 0.25,
0.297071
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 9038, training loss: 0.30,
0.222185
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 9039, training loss: 0.22,
0.207571
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 9040, training loss: 0.21,
0.266359
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9041, training loss: 0.27,
0.220955
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9042, training loss: 0.22,
0.220348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9043, training loss: 0.22,
0.233215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 9044, training loss: 0.23,
0.257865
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9045, training loss: 0.26,
0.294095
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9046, training loss: 0.29,
0.185562
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 9047, training loss: 0.19,
0.216135
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9048, training loss: 0.22,
0.268928
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9049, training loss: 0.27,
0.195342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9050, training loss: 0.20,
0.193631
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9051, training loss: 0.19,
0.343687
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 9052, training loss: 0.34,
0.198326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 9053, training loss: 0.20,
0.197863
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9054, training loss: 0.20,
0.19993
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 9055, training loss: 0.20,
0.265615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9056, training loss: 0.27,
0.301228
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9057, training loss: 0.30,
0.213876
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9058, training loss: 0.21,
0.223403
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9059, training loss: 0.22,
0.221357
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9060, training loss: 0.22,
0.294495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9061, training loss: 0.29,
0.320009
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 9062, training loss: 0.32,
0.190728
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9063, training loss: 0.19,
0.199034
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 9064, training loss: 0.20,
0.343991
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9065, training loss: 0.34,
0.234086
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9066, training loss: 0.23,
0.224917
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9067, training loss: 0.22,
0.295625
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9068, training loss: 0.30,
0.204448
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 9069, training loss: 0.20,
0.207116
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9070, training loss: 0.21,
0.243287
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 9071, training loss: 0.24,
0.246726
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9072, training loss: 0.25,
0.193352
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9073, training loss: 0.19,
0.169684
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9074, training loss: 0.17,
0.195876
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9075, training loss: 0.20,
0.332623
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 9076, training loss: 0.33,
0.291701
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9077, training loss: 0.29,
0.196426
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9078, training loss: 0.20,
0.233764
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9079, training loss: 0.23,
0.357305
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 9080, training loss: 0.36,
0.237852
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9081, training loss: 0.24,
0.235334
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9082, training loss: 0.24,
0.186006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 9083, training loss: 0.19,
0.234444
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9084, training loss: 0.23,
0.25205
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 9085, training loss: 0.25,
0.328069
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9086, training loss: 0.33,
0.177061
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9087, training loss: 0.18,
0.239845
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9088, training loss: 0.24,
0.276887
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9089, training loss: 0.28,
0.228341
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 9090, training loss: 0.23,
0.319421
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9091, training loss: 0.32,
0.210833
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 9092, training loss: 0.21,
0.248424
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9093, training loss: 0.25,
0.375681
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9094, training loss: 0.38,
0.204352
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9095, training loss: 0.20,
0.203311
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 9096, training loss: 0.20,
0.172855
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9097, training loss: 0.17,
0.188262
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9098, training loss: 0.19,
0.185185
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9099, training loss: 0.19,
0.215078
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9100, training loss: 0.22,
0.180847
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 9101, training loss: 0.18,
0.223747
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 9102, training loss: 0.22,
0.235848
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9103, training loss: 0.24,
0.252389
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 9104, training loss: 0.25,
0.281654
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 9105, training loss: 0.28,
0.373275
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9106, training loss: 0.37,
0.182876
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 9107, training loss: 0.18,
0.18088
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9108, training loss: 0.18,
0.281011
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 9109, training loss: 0.28,
0.228427
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 9110, training loss: 0.23,
0.248408
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9111, training loss: 0.25,
0.21429
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9112, training loss: 0.21,
0.541241
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 9113, training loss: 0.54,
0.182553
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9114, training loss: 0.18,
0.337855
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 9115, training loss: 0.34,
0.172991
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9116, training loss: 0.17,
0.205693
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9117, training loss: 0.21,
0.272522
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9118, training loss: 0.27,
0.257802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 9119, training loss: 0.26,
0.346192
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9120, training loss: 0.35,
0.186039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 9121, training loss: 0.19,
0.17826
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9122, training loss: 0.18,
0.370047
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9123, training loss: 0.37,
0.181306
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 9124, training loss: 0.18,
0.298763
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9125, training loss: 0.30,
0.31986
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 9126, training loss: 0.32,
0.193715
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9127, training loss: 0.19,
0.19725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9128, training loss: 0.20,
0.194285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 9129, training loss: 0.19,
0.246874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9130, training loss: 0.25,
0.175675
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 9131, training loss: 0.18,
0.234607
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 9132, training loss: 0.23,
0.241498
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9133, training loss: 0.24,
0.249279
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 9134, training loss: 0.25,
0.317983
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 9135, training loss: 0.32,
0.267059
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9136, training loss: 0.27,
0.258713
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 9137, training loss: 0.26,
0.214627
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9138, training loss: 0.21,
0.195948
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9139, training loss: 0.20,
0.321705
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9140, training loss: 0.32,
0.230756
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 9141, training loss: 0.23,
0.361217
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 9142, training loss: 0.36,
0.228985
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 9143, training loss: 0.23,
0.193139
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 9144, training loss: 0.19,
0.205465
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9145, training loss: 0.21,
0.255327
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9146, training loss: 0.26,
0.201032
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9147, training loss: 0.20,
0.236334
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 9148, training loss: 0.24,
0.276408
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9149, training loss: 0.28,
0.18802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 9150, training loss: 0.19,
0.221717
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9151, training loss: 0.22,
0.168668
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 9152, training loss: 0.17,
0.256093
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9153, training loss: 0.26,
0.190431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9154, training loss: 0.19,
0.251088
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9155, training loss: 0.25,
0.214088
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9156, training loss: 0.21,
0.167659
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9157, training loss: 0.17,
0.242085
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 9158, training loss: 0.24,
0.21366
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9159, training loss: 0.21,
0.240047
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9160, training loss: 0.24,
0.19607
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 9161, training loss: 0.20,
0.251081
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 9162, training loss: 0.25,
0.213052
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9163, training loss: 0.21,
0.186257
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 9164, training loss: 0.19,
0.230896
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 9165, training loss: 0.23,
0.190876
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9166, training loss: 0.19,
0.326422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 9167, training loss: 0.33,
0.214851
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 9168, training loss: 0.21,
0.287746
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9169, training loss: 0.29,
0.246446
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 9170, training loss: 0.25,
0.323667
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9171, training loss: 0.32,
0.317317
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9172, training loss: 0.32,
0.175881
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9173, training loss: 0.18,
0.229453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 9174, training loss: 0.23,
0.338973
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9175, training loss: 0.34,
0.257615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9176, training loss: 0.26,
0.334314
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 9177, training loss: 0.33,
0.252881
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9178, training loss: 0.25,
0.243059
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 9179, training loss: 0.24,
0.301781
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 9180, training loss: 0.30,
0.201048
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 9181, training loss: 0.20,
0.51542
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9182, training loss: 0.52,
0.238619
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9183, training loss: 0.24,
0.181353
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 9184, training loss: 0.18,
0.270828
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9185, training loss: 0.27,
0.209809
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 9186, training loss: 0.21,
0.330149
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9187, training loss: 0.33,
0.334204
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 9188, training loss: 0.33,
0.255336
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 9189, training loss: 0.26,
0.262037
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9190, training loss: 0.26,
0.284898
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9191, training loss: 0.28,
0.223931
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9192, training loss: 0.22,
0.230411
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 9193, training loss: 0.23,
0.270141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9194, training loss: 0.27,
0.192669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9195, training loss: 0.19,
0.198762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 9196, training loss: 0.20,
0.222101
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9197, training loss: 0.22,
0.28083
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9198, training loss: 0.28,
0.220617
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 9199, training loss: 0.22,
0.219278
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 9200, training loss: 0.22,
0.239791
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 9201, training loss: 0.24,
0.356264
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9202, training loss: 0.36,
0.275945
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 9203, training loss: 0.28,
0.233285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9204, training loss: 0.23,
0.276089
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9205, training loss: 0.28,
0.192609
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9206, training loss: 0.19,
0.242808
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9207, training loss: 0.24,
0.185799
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 9208, training loss: 0.19,
0.234766
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 9209, training loss: 0.23,
0.180395
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 9210, training loss: 0.18,
0.265155
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 9211, training loss: 0.27,
0.223738
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 9212, training loss: 0.22,
0.1933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9213, training loss: 0.19,
0.268381
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9214, training loss: 0.27,
0.262114
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9215, training loss: 0.26,
0.308203
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9216, training loss: 0.31,
0.316341
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 9217, training loss: 0.32,
0.348107
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 9218, training loss: 0.35,
0.226142
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 9219, training loss: 0.23,
0.194285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9220, training loss: 0.19,
0.239027
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9221, training loss: 0.24,
0.229943
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9222, training loss: 0.23,
0.198296
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 9223, training loss: 0.20,
0.41135
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9224, training loss: 0.41,
0.188433
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 9225, training loss: 0.19,
0.238581
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9226, training loss: 0.24,
0.24326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9227, training loss: 0.24,
0.194044
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9228, training loss: 0.19,
0.219341
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 9229, training loss: 0.22,
0.351601
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9230, training loss: 0.35,
0.18251
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 9231, training loss: 0.18,
0.264522
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 9232, training loss: 0.26,
0.26887
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9233, training loss: 0.27,
0.22202
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9234, training loss: 0.22,
0.249128
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9235, training loss: 0.25,
0.190438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 9236, training loss: 0.19,
0.321398
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 9237, training loss: 0.32,
0.204638
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9238, training loss: 0.20,
0.194443
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9239, training loss: 0.19,
0.231307
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9240, training loss: 0.23,
0.204445
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9241, training loss: 0.20,
0.199324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9242, training loss: 0.20,
0.233666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 9243, training loss: 0.23,
0.201007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 9244, training loss: 0.20,
0.279127
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 9245, training loss: 0.28,
0.399636
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9246, training loss: 0.40,
0.327667
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9247, training loss: 0.33,
0.332618
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9248, training loss: 0.33,
0.214189
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 9249, training loss: 0.21,
0.21413
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9250, training loss: 0.21,
0.231343
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 9251, training loss: 0.23,
0.205584
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9252, training loss: 0.21,
0.208273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9253, training loss: 0.21,
0.237938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9254, training loss: 0.24,
0.268562
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9255, training loss: 0.27,
0.219
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 9256, training loss: 0.22,
0.259328
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 9257, training loss: 0.26,
0.421539
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9258, training loss: 0.42,
0.205513
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 9259, training loss: 0.21,
0.177418
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9260, training loss: 0.18,
0.27788
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 9261, training loss: 0.28,
0.196871
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9262, training loss: 0.20,
0.259635
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 9263, training loss: 0.26,
0.270371
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 9264, training loss: 0.27,
0.182878
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 9265, training loss: 0.18,
0.212933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9266, training loss: 0.21,
0.199478
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9267, training loss: 0.20,
0.202294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9268, training loss: 0.20,
0.231777
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9269, training loss: 0.23,
0.318046
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9270, training loss: 0.32,
0.200482
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9271, training loss: 0.20,
0.225923
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 9272, training loss: 0.23,
0.403284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 9273, training loss: 0.40,
0.244417
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 9274, training loss: 0.24,
0.319915
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 9275, training loss: 0.32,
0.288619
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9276, training loss: 0.29,
0.238449
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 9277, training loss: 0.24,
0.25711
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 9278, training loss: 0.26,
0.37687
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 9279, training loss: 0.38,
0.218942
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9280, training loss: 0.22,
0.234147
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9281, training loss: 0.23,
0.359944
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 9282, training loss: 0.36,
0.181368
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 9283, training loss: 0.18,
0.219294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 9284, training loss: 0.22,
0.194147
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 9285, training loss: 0.19,
0.209437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 9286, training loss: 0.21,
0.245659
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9287, training loss: 0.25,
0.209635
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9288, training loss: 0.21,
0.268156
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9289, training loss: 0.27,
0.303387
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9290, training loss: 0.30,
0.226513
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9291, training loss: 0.23,
0.257795
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 9292, training loss: 0.26,
0.253921
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9293, training loss: 0.25,
0.28725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9294, training loss: 0.29,
0.195977
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 9295, training loss: 0.20,
0.188676
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9296, training loss: 0.19,
0.199912
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9297, training loss: 0.20,
0.227964
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9298, training loss: 0.23,
0.209002
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 9299, training loss: 0.21,
0.180237
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 9300, training loss: 0.18,
0.179094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9301, training loss: 0.18,
0.216445
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 9302, training loss: 0.22,
0.206792
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 9303, training loss: 0.21,
0.289679
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9304, training loss: 0.29,
0.22039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9305, training loss: 0.22,
0.204809
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9306, training loss: 0.20,
0.210609
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9307, training loss: 0.21,
0.466799
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 9308, training loss: 0.47,
0.286413
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 9309, training loss: 0.29,
0.390843
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9310, training loss: 0.39,
0.248793
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 9311, training loss: 0.25,
0.206186
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9312, training loss: 0.21,
0.201381
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9313, training loss: 0.20,
0.186679
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9314, training loss: 0.19,
0.246105
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9315, training loss: 0.25,
0.159899
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 9316, training loss: 0.16,
0.208585
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9317, training loss: 0.21,
0.29151
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 9318, training loss: 0.29,
0.186843
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9319, training loss: 0.19,
0.323181
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 9320, training loss: 0.32,
0.302898
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 9321, training loss: 0.30,
0.239097
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9322, training loss: 0.24,
0.201698
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9323, training loss: 0.20,
0.245897
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9324, training loss: 0.25,
0.231416
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9325, training loss: 0.23,
0.23314
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9326, training loss: 0.23,
0.22705
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9327, training loss: 0.23,
0.235762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9328, training loss: 0.24,
0.18984
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 9329, training loss: 0.19,
0.210963
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9330, training loss: 0.21,
0.211265
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 9331, training loss: 0.21,
0.185876
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9332, training loss: 0.19,
0.346787
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 9333, training loss: 0.35,
0.232624
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9334, training loss: 0.23,
0.177418
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 9335, training loss: 0.18,
0.21842
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9336, training loss: 0.22,
0.235396
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9337, training loss: 0.24,
0.231343
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9338, training loss: 0.23,
0.171133
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 9339, training loss: 0.17,
0.262901
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9340, training loss: 0.26,
0.252314
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9341, training loss: 0.25,
0.315331
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 9342, training loss: 0.32,
0.214658
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 9343, training loss: 0.21,
0.193398
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9344, training loss: 0.19,
0.231872
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9345, training loss: 0.23,
0.205634
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9346, training loss: 0.21,
0.24575
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9347, training loss: 0.25,
0.278025
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 9348, training loss: 0.28,
0.195971
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9349, training loss: 0.20,
0.190936
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 9350, training loss: 0.19,
0.348821
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 9351, training loss: 0.35,
0.271628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 9352, training loss: 0.27,
0.265488
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9353, training loss: 0.27,
0.282083
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 9354, training loss: 0.28,
0.330575
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 9355, training loss: 0.33,
0.234038
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9356, training loss: 0.23,
0.254738
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 9357, training loss: 0.25,
0.25954
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 9358, training loss: 0.26,
0.205701
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 9359, training loss: 0.21,
0.30169
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9360, training loss: 0.30,
0.24576
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 9361, training loss: 0.25,
0.259033
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 9362, training loss: 0.26,
0.182952
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9363, training loss: 0.18,
0.223613
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 9364, training loss: 0.22,
0.220114
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9365, training loss: 0.22,
0.215179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 9366, training loss: 0.22,
0.239269
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9367, training loss: 0.24,
0.224642
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 9368, training loss: 0.22,
0.258803
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9369, training loss: 0.26,
0.217714
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9370, training loss: 0.22,
0.285723
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9371, training loss: 0.29,
0.24666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9372, training loss: 0.25,
0.190811
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 9373, training loss: 0.19,
0.179877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9374, training loss: 0.18,
0.227226
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9375, training loss: 0.23,
0.197074
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 9376, training loss: 0.20,
0.213457
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9377, training loss: 0.21,
0.246916
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 9378, training loss: 0.25,
0.342343
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 9379, training loss: 0.34,
0.352642
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9380, training loss: 0.35,
0.42414
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 9381, training loss: 0.42,
0.250744
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9382, training loss: 0.25,
0.223914
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9383, training loss: 0.22,
0.22239
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9384, training loss: 0.22,
0.189257
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 9385, training loss: 0.19,
0.181835
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9386, training loss: 0.18,
0.242322
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9387, training loss: 0.24,
0.218891
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9388, training loss: 0.22,
0.352271
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9389, training loss: 0.35,
0.35624
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9390, training loss: 0.36,
0.187742
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 9391, training loss: 0.19,
0.189927
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9392, training loss: 0.19,
0.179496
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9393, training loss: 0.18,
0.193389
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 9394, training loss: 0.19,
0.222296
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 9395, training loss: 0.22,
0.213555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 9396, training loss: 0.21,
0.177086
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 9397, training loss: 0.18,
0.267957
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 9398, training loss: 0.27,
0.240145
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9399, training loss: 0.24,
0.225858
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9400, training loss: 0.23,
0.214127
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9401, training loss: 0.21,
0.206622
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9402, training loss: 0.21,
0.364023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9403, training loss: 0.36,
0.323471
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9404, training loss: 0.32,
0.20088
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 9405, training loss: 0.20,
0.262168
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9406, training loss: 0.26,
0.186768
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9407, training loss: 0.19,
0.218883
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9408, training loss: 0.22,
0.378557
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 9409, training loss: 0.38,
0.542582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9410, training loss: 0.54,
0.293669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9411, training loss: 0.29,
0.29855
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9412, training loss: 0.30,
0.249237
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9413, training loss: 0.25,
0.187753
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 9414, training loss: 0.19,
0.185252
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9415, training loss: 0.19,
0.327101
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9416, training loss: 0.33,
0.24652
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 9417, training loss: 0.25,
0.216909
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9418, training loss: 0.22,
0.202808
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9419, training loss: 0.20,
0.332608
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9420, training loss: 0.33,
0.254935
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 9421, training loss: 0.25,
0.220371
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9422, training loss: 0.22,
0.28875
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9423, training loss: 0.29,
0.233608
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9424, training loss: 0.23,
0.20763
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9425, training loss: 0.21,
0.198598
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9426, training loss: 0.20,
0.255715
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9427, training loss: 0.26,
0.241489
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9428, training loss: 0.24,
0.221613
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9429, training loss: 0.22,
0.281176
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9430, training loss: 0.28,
0.277866
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 9431, training loss: 0.28,
0.219126
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9432, training loss: 0.22,
0.286019
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9433, training loss: 0.29,
0.313479
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9434, training loss: 0.31,
0.254441
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9435, training loss: 0.25,
0.222062
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9436, training loss: 0.22,
0.237827
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9437, training loss: 0.24,
0.245573
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 9438, training loss: 0.25,
0.207657
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9439, training loss: 0.21,
0.217638
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 9440, training loss: 0.22,
0.299117
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 9441, training loss: 0.30,
0.207297
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 9442, training loss: 0.21,
0.182008
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9443, training loss: 0.18,
0.213068
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9444, training loss: 0.21,
0.328643
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9445, training loss: 0.33,
0.209685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 9446, training loss: 0.21,
0.217799
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 9447, training loss: 0.22,
0.396822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9448, training loss: 0.40,
0.31905
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9449, training loss: 0.32,
0.170589
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 9450, training loss: 0.17,
0.240899
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 9451, training loss: 0.24,
0.216962
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 9452, training loss: 0.22,
0.206189
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9453, training loss: 0.21,
0.234239
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9454, training loss: 0.23,
0.238293
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 9455, training loss: 0.24,
0.304908
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 9456, training loss: 0.30,
0.26403
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 9457, training loss: 0.26,
0.459886
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 9458, training loss: 0.46,
0.201967
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9459, training loss: 0.20,
0.220207
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9460, training loss: 0.22,
0.276475
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 9461, training loss: 0.28,
0.189117
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9462, training loss: 0.19,
0.355088
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 9463, training loss: 0.36,
0.321299
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 9464, training loss: 0.32,
0.206735
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 9465, training loss: 0.21,
0.201235
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9466, training loss: 0.20,
0.230931
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9467, training loss: 0.23,
0.45937
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9468, training loss: 0.46,
0.230327
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 9469, training loss: 0.23,
0.203502
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 9470, training loss: 0.20,
0.201354
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9471, training loss: 0.20,
0.267713
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9472, training loss: 0.27,
0.345949
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9473, training loss: 0.35,
0.224903
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 9474, training loss: 0.22,
0.228411
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 9475, training loss: 0.23,
0.232603
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 9476, training loss: 0.23,
0.350577
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9477, training loss: 0.35,
0.176983
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9478, training loss: 0.18,
0.244121
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 9479, training loss: 0.24,
0.215359
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 9480, training loss: 0.22,
0.215868
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 9481, training loss: 0.22,
0.248045
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9482, training loss: 0.25,
0.239234
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9483, training loss: 0.24,
0.373987
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9484, training loss: 0.37,
0.206656
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 9485, training loss: 0.21,
0.214148
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9486, training loss: 0.21,
0.259579
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 9487, training loss: 0.26,
0.205261
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9488, training loss: 0.21,
0.203188
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 9489, training loss: 0.20,
0.266982
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 9490, training loss: 0.27,
0.195509
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9491, training loss: 0.20,
0.262098
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 9492, training loss: 0.26,
0.272153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9493, training loss: 0.27,
0.266868
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 9494, training loss: 0.27,
0.284302
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 9495, training loss: 0.28,
0.192382
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9496, training loss: 0.19,
0.229666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9497, training loss: 0.23,
0.19841
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9498, training loss: 0.20,
0.174952
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 9499, training loss: 0.17,
0.213781
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9500, training loss: 0.21,
0.243846
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 9501, training loss: 0.24,
0.303402
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9502, training loss: 0.30,
0.357457
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 9503, training loss: 0.36,
0.306545
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9504, training loss: 0.31,
0.190904
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9505, training loss: 0.19,
0.212125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9506, training loss: 0.21,
0.19987
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 9507, training loss: 0.20,
0.18632
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 9508, training loss: 0.19,
0.236332
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 9509, training loss: 0.24,
0.298569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9510, training loss: 0.30,
0.211111
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9511, training loss: 0.21,
0.165972
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 9512, training loss: 0.17,
0.303769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 9513, training loss: 0.30,
0.26247
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 9514, training loss: 0.26,
0.259804
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9515, training loss: 0.26,
0.252938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 9516, training loss: 0.25,
0.242271
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9517, training loss: 0.24,
0.188732
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9518, training loss: 0.19,
0.242896
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9519, training loss: 0.24,
0.222427
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9520, training loss: 0.22,
0.250116
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 9521, training loss: 0.25,
0.207808
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 9522, training loss: 0.21,
0.293003
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9523, training loss: 0.29,
0.296409
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9524, training loss: 0.30,
0.290617
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9525, training loss: 0.29,
0.272473
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 9526, training loss: 0.27,
0.24721
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 9527, training loss: 0.25,
0.210599
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9528, training loss: 0.21,
0.208539
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 9529, training loss: 0.21,
0.215094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9530, training loss: 0.22,
0.289979
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9531, training loss: 0.29,
0.212333
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 9532, training loss: 0.21,
0.21184
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9533, training loss: 0.21,
0.189598
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9534, training loss: 0.19,
0.206304
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 9535, training loss: 0.21,
0.171346
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9536, training loss: 0.17,
0.265789
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 9537, training loss: 0.27,
0.207715
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 9538, training loss: 0.21,
0.193266
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 9539, training loss: 0.19,
0.251177
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9540, training loss: 0.25,
0.273696
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9541, training loss: 0.27,
0.207803
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 9542, training loss: 0.21,
0.187843
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 9543, training loss: 0.19,
0.313265
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9544, training loss: 0.31,
0.290908
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9545, training loss: 0.29,
0.172034
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9546, training loss: 0.17,
0.222921
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9547, training loss: 0.22,
0.187304
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 9548, training loss: 0.19,
0.18092
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9549, training loss: 0.18,
0.179042
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9550, training loss: 0.18,
0.256561
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 9551, training loss: 0.26,
0.211515
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9552, training loss: 0.21,
0.358843
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 9553, training loss: 0.36,
0.198978
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 9554, training loss: 0.20,
0.286005
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9555, training loss: 0.29,
0.20103
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9556, training loss: 0.20,
0.244024
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9557, training loss: 0.24,
0.226427
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9558, training loss: 0.23,
0.240371
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9559, training loss: 0.24,
0.203331
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9560, training loss: 0.20,
0.227288
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 9561, training loss: 0.23,
0.240762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9562, training loss: 0.24,
0.289297
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 9563, training loss: 0.29,
0.310372
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9564, training loss: 0.31,
0.183931
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 9565, training loss: 0.18,
0.260177
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 9566, training loss: 0.26,
0.231898
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 9567, training loss: 0.23,
0.262919
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9568, training loss: 0.26,
0.240176
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9569, training loss: 0.24,
0.248643
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9570, training loss: 0.25,
0.208457
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9571, training loss: 0.21,
0.207808
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9572, training loss: 0.21,
0.164433
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9573, training loss: 0.16,
0.195107
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9574, training loss: 0.20,
0.237481
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9575, training loss: 0.24,
0.179679
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 9576, training loss: 0.18,
0.31598
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9577, training loss: 0.32,
0.215132
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9578, training loss: 0.22,
0.209801
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9579, training loss: 0.21,
0.195871
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9580, training loss: 0.20,
0.255243
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9581, training loss: 0.26,
0.273309
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 9582, training loss: 0.27,
0.262584
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9583, training loss: 0.26,
0.225
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9584, training loss: 0.22,
0.200073
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9585, training loss: 0.20,
0.217366
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9586, training loss: 0.22,
0.42138
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9587, training loss: 0.42,
0.189478
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 9588, training loss: 0.19,
0.25684
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 9589, training loss: 0.26,
0.20909
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9590, training loss: 0.21,
0.24155
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 9591, training loss: 0.24,
0.182795
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9592, training loss: 0.18,
0.26699
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9593, training loss: 0.27,
0.191993
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9594, training loss: 0.19,
0.189106
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 9595, training loss: 0.19,
0.240547
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 9596, training loss: 0.24,
0.199
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 9597, training loss: 0.20,
0.19578
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9598, training loss: 0.20,
0.251832
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 9599, training loss: 0.25,
0.250445
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 9600, training loss: 0.25,
0.249466
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9601, training loss: 0.25,
0.205684
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 9602, training loss: 0.21,
0.229986
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 9603, training loss: 0.23,
0.277808
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9604, training loss: 0.28,
0.204744
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 9605, training loss: 0.20,
0.266726
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9606, training loss: 0.27,
0.210497
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 9607, training loss: 0.21,
0.21794
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 9608, training loss: 0.22,
0.275219
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9609, training loss: 0.28,
0.228069
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 9610, training loss: 0.23,
0.311213
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9611, training loss: 0.31,
0.172556
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9612, training loss: 0.17,
0.26192
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 9613, training loss: 0.26,
0.258324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9614, training loss: 0.26,
0.193104
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 9615, training loss: 0.19,
0.298262
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 9616, training loss: 0.30,
0.249726
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9617, training loss: 0.25,
0.262571
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 9618, training loss: 0.26,
0.18205
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 9619, training loss: 0.18,
0.252576
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 9620, training loss: 0.25,
0.380333
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 9621, training loss: 0.38,
0.18959
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9622, training loss: 0.19,
0.225282
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9623, training loss: 0.23,
0.215902
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9624, training loss: 0.22,
0.196945
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 9625, training loss: 0.20,
0.252495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 9626, training loss: 0.25,
0.200921
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9627, training loss: 0.20,
0.267568
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9628, training loss: 0.27,
0.198321
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9629, training loss: 0.20,
0.190981
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9630, training loss: 0.19,
0.244051
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9631, training loss: 0.24,
0.169256
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9632, training loss: 0.17,
0.266501
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9633, training loss: 0.27,
0.223885
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9634, training loss: 0.22,
0.179535
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 9635, training loss: 0.18,
0.271755
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 9636, training loss: 0.27,
0.185743
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9637, training loss: 0.19,
0.183663
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 9638, training loss: 0.18,
0.225206
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9639, training loss: 0.23,
0.22707
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 9640, training loss: 0.23,
0.256609
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9641, training loss: 0.26,
0.223128
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9642, training loss: 0.22,
0.246144
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9643, training loss: 0.25,
0.201513
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9644, training loss: 0.20,
0.48304
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9645, training loss: 0.48,
0.319619
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 9646, training loss: 0.32,
0.311264
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9647, training loss: 0.31,
0.343911
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9648, training loss: 0.34,
0.179766
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 9649, training loss: 0.18,
0.260223
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 9650, training loss: 0.26,
0.17626
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 9651, training loss: 0.18,
0.241812
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 9652, training loss: 0.24,
0.211074
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 9653, training loss: 0.21,
0.310328
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 9654, training loss: 0.31,
0.279611
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9655, training loss: 0.28,
0.222843
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 9656, training loss: 0.22,
0.265819
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9657, training loss: 0.27,
0.196619
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9658, training loss: 0.20,
0.182785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 9659, training loss: 0.18,
0.217136
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9660, training loss: 0.22,
0.185184
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9661, training loss: 0.19,
0.241957
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9662, training loss: 0.24,
0.236245
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9663, training loss: 0.24,
0.212773
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 9664, training loss: 0.21,
0.195554
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 9665, training loss: 0.20,
0.28131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 9666, training loss: 0.28,
0.24072
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 9667, training loss: 0.24,
0.262105
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9668, training loss: 0.26,
0.233071
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9669, training loss: 0.23,
0.193447
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 9670, training loss: 0.19,
0.198147
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9671, training loss: 0.20,
0.239049
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 9672, training loss: 0.24,
0.182012
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 9673, training loss: 0.18,
0.261681
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9674, training loss: 0.26,
0.202961
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 9675, training loss: 0.20,
0.229687
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 9676, training loss: 0.23,
0.186663
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9677, training loss: 0.19,
0.311648
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 9678, training loss: 0.31,
0.229488
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 9679, training loss: 0.23,
0.230008
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9680, training loss: 0.23,
0.232087
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 9681, training loss: 0.23,
0.186818
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9682, training loss: 0.19,
0.197384
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9683, training loss: 0.20,
0.274786
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 9684, training loss: 0.27,
0.29936
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9685, training loss: 0.30,
0.221556
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9686, training loss: 0.22,
0.253619
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9687, training loss: 0.25,
0.285262
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9688, training loss: 0.29,
0.205299
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9689, training loss: 0.21,
0.206898
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9690, training loss: 0.21,
0.251962
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 9691, training loss: 0.25,
0.288349
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 9692, training loss: 0.29,
0.224407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 9693, training loss: 0.22,
0.193323
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 9694, training loss: 0.19,
0.252486
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 9695, training loss: 0.25,
0.209274
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9696, training loss: 0.21,
0.244064
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9697, training loss: 0.24,
0.193357
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9698, training loss: 0.19,
0.205141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 9699, training loss: 0.21,
0.181847
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9700, training loss: 0.18,
0.225259
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 9701, training loss: 0.23,
0.396239
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9702, training loss: 0.40,
0.1858
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9703, training loss: 0.19,
0.346131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 9704, training loss: 0.35,
0.20808
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9705, training loss: 0.21,
0.177221
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 9706, training loss: 0.18,
0.221114
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9707, training loss: 0.22,
0.215945
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 9708, training loss: 0.22,
0.309271
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9709, training loss: 0.31,
0.226377
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9710, training loss: 0.23,
0.20354
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9711, training loss: 0.20,
0.21188
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 9712, training loss: 0.21,
0.27072
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9713, training loss: 0.27,
0.182297
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9714, training loss: 0.18,
0.278633
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 9715, training loss: 0.28,
0.289726
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 9716, training loss: 0.29,
0.246114
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9717, training loss: 0.25,
0.244812
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9718, training loss: 0.24,
0.301248
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9719, training loss: 0.30,
0.181371
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 9720, training loss: 0.18,
0.187139
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9721, training loss: 0.19,
0.285287
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9722, training loss: 0.29,
0.272871
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 9723, training loss: 0.27,
0.231252
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 9724, training loss: 0.23,
0.254481
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 9725, training loss: 0.25,
0.298169
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9726, training loss: 0.30,
0.311582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 9727, training loss: 0.31,
0.216811
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9728, training loss: 0.22,
0.230578
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9729, training loss: 0.23,
0.32434
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 9730, training loss: 0.32,
0.365425
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 9731, training loss: 0.37,
0.326589
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 9732, training loss: 0.33,
0.272242
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9733, training loss: 0.27,
0.225324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9734, training loss: 0.23,
0.21522
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9735, training loss: 0.22,
0.270356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9736, training loss: 0.27,
0.270688
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9737, training loss: 0.27,
0.300815
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9738, training loss: 0.30,
0.193409
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9739, training loss: 0.19,
0.427955
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 9740, training loss: 0.43,
0.194135
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9741, training loss: 0.19,
0.190027
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9742, training loss: 0.19,
0.191953
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 9743, training loss: 0.19,
0.20242
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 9744, training loss: 0.20,
0.222033
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9745, training loss: 0.22,
0.191989
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9746, training loss: 0.19,
0.303853
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 9747, training loss: 0.30,
0.207936
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 9748, training loss: 0.21,
0.239181
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 9749, training loss: 0.24,
0.309681
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9750, training loss: 0.31,
0.247791
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 9751, training loss: 0.25,
0.345742
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 9752, training loss: 0.35,
0.182761
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9753, training loss: 0.18,
0.249854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 9754, training loss: 0.25,
0.261075
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9755, training loss: 0.26,
0.236086
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 9756, training loss: 0.24,
0.249267
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 9757, training loss: 0.25,
0.222216
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 9758, training loss: 0.22,
0.23097
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9759, training loss: 0.23,
0.231387
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 9760, training loss: 0.23,
0.236253
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9761, training loss: 0.24,
0.194754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 9762, training loss: 0.19,
0.197082
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9763, training loss: 0.20,
0.201553
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9764, training loss: 0.20,
0.198902
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 9765, training loss: 0.20,
0.302053
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 9766, training loss: 0.30,
0.206487
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9767, training loss: 0.21,
0.221215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9768, training loss: 0.22,
0.240961
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9769, training loss: 0.24,
0.22684
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9770, training loss: 0.23,
0.18018
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9771, training loss: 0.18,
0.221568
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 9772, training loss: 0.22,
0.317037
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 9773, training loss: 0.32,
0.298199
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 9774, training loss: 0.30,
0.231881
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 9775, training loss: 0.23,
0.201804
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 9776, training loss: 0.20,
0.256946
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9777, training loss: 0.26,
0.171923
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 9778, training loss: 0.17,
0.205303
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9779, training loss: 0.21,
0.319646
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9780, training loss: 0.32,
0.20755
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9781, training loss: 0.21,
0.251261
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9782, training loss: 0.25,
0.2375
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9783, training loss: 0.24,
0.209113
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9784, training loss: 0.21,
0.260298
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9785, training loss: 0.26,
0.235296
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9786, training loss: 0.24,
0.358598
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 9787, training loss: 0.36,
0.208664
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9788, training loss: 0.21,
0.352346
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 9789, training loss: 0.35,
0.19558
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 9790, training loss: 0.20,
0.17916
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 9791, training loss: 0.18,
0.247937
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9792, training loss: 0.25,
0.351336
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9793, training loss: 0.35,
0.406759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9794, training loss: 0.41,
0.206607
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9795, training loss: 0.21,
0.176907
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9796, training loss: 0.18,
0.194447
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 9797, training loss: 0.19,
0.214145
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 9798, training loss: 0.21,
0.408965
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 9799, training loss: 0.41,
0.213676
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 9800, training loss: 0.21,
0.215785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9801, training loss: 0.22,
0.18444
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9802, training loss: 0.18,
0.224171
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9803, training loss: 0.22,
0.198146
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9804, training loss: 0.20,
0.211348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9805, training loss: 0.21,
0.375244
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 9806, training loss: 0.38,
0.216414
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 9807, training loss: 0.22,
0.216077
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9808, training loss: 0.22,
0.186739
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 9809, training loss: 0.19,
0.265245
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9810, training loss: 0.27,
0.195497
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9811, training loss: 0.20,
0.191773
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 9812, training loss: 0.19,
0.261285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9813, training loss: 0.26,
0.220168
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9814, training loss: 0.22,
0.189288
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9815, training loss: 0.19,
0.206784
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 9816, training loss: 0.21,
0.257875
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 9817, training loss: 0.26,
0.306273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 9818, training loss: 0.31,
0.185235
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9819, training loss: 0.19,
0.204661
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 9820, training loss: 0.20,
0.266893
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9821, training loss: 0.27,
0.324394
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 9822, training loss: 0.32,
0.239896
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 9823, training loss: 0.24,
0.279632
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9824, training loss: 0.28,
0.494329
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9825, training loss: 0.49,
0.285096
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9826, training loss: 0.29,
0.234589
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9827, training loss: 0.23,
0.291375
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 9828, training loss: 0.29,
0.167164
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9829, training loss: 0.17,
0.188562
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9830, training loss: 0.19,
0.207732
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9831, training loss: 0.21,
0.280747
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 9832, training loss: 0.28,
0.212263
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 9833, training loss: 0.21,
0.248312
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9834, training loss: 0.25,
0.204896
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 9835, training loss: 0.20,
0.198324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9836, training loss: 0.20,
0.276324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9837, training loss: 0.28,
0.28508
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 9838, training loss: 0.29,
0.177306
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 9839, training loss: 0.18,
0.281555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9840, training loss: 0.28,
0.20909
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9841, training loss: 0.21,
0.211877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9842, training loss: 0.21,
0.425967
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9843, training loss: 0.43,
0.199716
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 9844, training loss: 0.20,
0.284862
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9845, training loss: 0.28,
0.204696
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9846, training loss: 0.20,
0.238187
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9847, training loss: 0.24,
0.218263
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 9848, training loss: 0.22,
0.227442
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 9849, training loss: 0.23,
0.176422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9850, training loss: 0.18,
0.200195
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9851, training loss: 0.20,
0.228458
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 9852, training loss: 0.23,
0.30667
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 9853, training loss: 0.31,
0.161099
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 9854, training loss: 0.16,
0.238527
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9855, training loss: 0.24,
0.188766
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 9856, training loss: 0.19,
0.218735
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 9857, training loss: 0.22,
0.258611
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 9858, training loss: 0.26,
0.16667
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9859, training loss: 0.17,
0.188893
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 9860, training loss: 0.19,
0.170586
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9861, training loss: 0.17,
0.23076
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 9862, training loss: 0.23,
0.337493
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9863, training loss: 0.34,
0.157793
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9864, training loss: 0.16,
0.212573
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9865, training loss: 0.21,
0.272545
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9866, training loss: 0.27,
0.234135
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9867, training loss: 0.23,
0.252462
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9868, training loss: 0.25,
0.267848
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 9869, training loss: 0.27,
0.218605
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9870, training loss: 0.22,
0.245461
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9871, training loss: 0.25,
0.299187
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 9872, training loss: 0.30,
0.176913
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 9873, training loss: 0.18,
0.232354
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9874, training loss: 0.23,
0.350457
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9875, training loss: 0.35,
0.20884
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 9876, training loss: 0.21,
0.226694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 9877, training loss: 0.23,
0.214576
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9878, training loss: 0.21,
0.189286
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 9879, training loss: 0.19,
0.23894
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9880, training loss: 0.24,
0.175077
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9881, training loss: 0.18,
0.251594
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 9882, training loss: 0.25,
0.222057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 9883, training loss: 0.22,
0.19427
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9884, training loss: 0.19,
0.248338
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9885, training loss: 0.25,
0.211615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9886, training loss: 0.21,
0.199294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9887, training loss: 0.20,
0.295906
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 9888, training loss: 0.30,
0.259529
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9889, training loss: 0.26,
0.171952
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 9890, training loss: 0.17,
0.205399
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9891, training loss: 0.21,
0.301226
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 9892, training loss: 0.30,
0.257228
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9893, training loss: 0.26,
0.534525
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 9894, training loss: 0.53,
0.268351
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 9895, training loss: 0.27,
0.211759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9896, training loss: 0.21,
0.174096
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9897, training loss: 0.17,
0.254612
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9898, training loss: 0.25,
0.202027
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9899, training loss: 0.20,
0.181683
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9900, training loss: 0.18,
0.1886
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9901, training loss: 0.19,
0.248288
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 9902, training loss: 0.25,
0.215999
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9903, training loss: 0.22,
0.347534
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9904, training loss: 0.35,
0.283509
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 9905, training loss: 0.28,
0.225812
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9906, training loss: 0.23,
0.216687
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9907, training loss: 0.22,
0.330763
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 9908, training loss: 0.33,
0.201882
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9909, training loss: 0.20,
0.345543
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 9910, training loss: 0.35,
0.182304
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9911, training loss: 0.18,
0.179151
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9912, training loss: 0.18,
0.194427
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 9913, training loss: 0.19,
0.202256
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9914, training loss: 0.20,
0.271225
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 9915, training loss: 0.27,
0.24796
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9916, training loss: 0.25,
0.238911
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 9917, training loss: 0.24,
0.199744
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 9918, training loss: 0.20,
0.234094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9919, training loss: 0.23,
0.226874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9920, training loss: 0.23,
0.224073
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 9921, training loss: 0.22,
0.171933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 9922, training loss: 0.17,
0.236026
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 9923, training loss: 0.24,
0.187198
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 9924, training loss: 0.19,
0.218444
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 9925, training loss: 0.22,
0.338835
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 9926, training loss: 0.34,
0.158698
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9927, training loss: 0.16,
0.283267
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9928, training loss: 0.28,
0.259046
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9929, training loss: 0.26,
0.34165
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9930, training loss: 0.34,
0.187625
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9931, training loss: 0.19,
0.279702
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 9932, training loss: 0.28,
0.207325
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9933, training loss: 0.21,
0.227337
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9934, training loss: 0.23,
0.228175
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9935, training loss: 0.23,
0.222764
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9936, training loss: 0.22,
0.232211
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9937, training loss: 0.23,
0.301097
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9938, training loss: 0.30,
0.192448
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 9939, training loss: 0.19,
0.208639
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9940, training loss: 0.21,
0.298218
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9941, training loss: 0.30,
0.221437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9942, training loss: 0.22,
0.212488
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9943, training loss: 0.21,
0.264853
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9944, training loss: 0.26,
0.255163
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9945, training loss: 0.26,
0.227739
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 9946, training loss: 0.23,
0.176207
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9947, training loss: 0.18,
0.395612
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 9948, training loss: 0.40,
0.252925
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9949, training loss: 0.25,
0.218434
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 9950, training loss: 0.22,
0.237323
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9951, training loss: 0.24,
0.209196
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9952, training loss: 0.21,
0.241231
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9953, training loss: 0.24,
0.268128
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 9954, training loss: 0.27,
0.178998
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 9955, training loss: 0.18,
0.22316
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 9956, training loss: 0.22,
0.218683
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 9957, training loss: 0.22,
0.19371
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9958, training loss: 0.19,
0.215909
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 9959, training loss: 0.22,
0.242724
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9960, training loss: 0.24,
0.329406
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 9961, training loss: 0.33,
0.180979
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 9962, training loss: 0.18,
0.200897
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 9963, training loss: 0.20,
0.235957
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 9964, training loss: 0.24,
0.32595
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9965, training loss: 0.33,
0.235311
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 9966, training loss: 0.24,
0.190365
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 9967, training loss: 0.19,
0.202734
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 9968, training loss: 0.20,
0.266624
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9969, training loss: 0.27,
0.212958
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9970, training loss: 0.21,
0.22124
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 9971, training loss: 0.22,
0.214572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 9972, training loss: 0.21,
0.23785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 9973, training loss: 0.24,
0.190816
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9974, training loss: 0.19,
0.243361
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 9975, training loss: 0.24,
0.260415
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9976, training loss: 0.26,
0.203029
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 9977, training loss: 0.20,
0.427697
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9978, training loss: 0.43,
0.242705
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9979, training loss: 0.24,
0.178908
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 9980, training loss: 0.18,
0.294933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9981, training loss: 0.29,
0.398321
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 9982, training loss: 0.40,
0.183395
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9983, training loss: 0.18,
0.226477
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 9984, training loss: 0.23,
0.186405
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 9985, training loss: 0.19,
0.161939
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9986, training loss: 0.16,
0.281595
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 9987, training loss: 0.28,
0.218821
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 9988, training loss: 0.22,
0.228938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 9989, training loss: 0.23,
0.186598
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 9990, training loss: 0.19,
0.289854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9991, training loss: 0.29,
0.221394
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 9992, training loss: 0.22,
0.216066
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 9993, training loss: 0.22,
0.295805
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 9994, training loss: 0.30,
0.231954
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 9995, training loss: 0.23,
0.174779
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 9996, training loss: 0.17,
0.211277
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 9997, training loss: 0.21,
0.205055
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 9998, training loss: 0.21,
0.219633
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 9999, training loss: 0.22,
0.216393
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 10000, training loss: 0.22,
0.280864
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10001, training loss: 0.28,
0.259941
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10002, training loss: 0.26,
0.279811
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 10003, training loss: 0.28,
0.209977
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 10004, training loss: 0.21,
0.198787
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 10005, training loss: 0.20,
0.225747
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 10006, training loss: 0.23,
0.328526
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 10007, training loss: 0.33,
0.172774
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10008, training loss: 0.17,
0.213891
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10009, training loss: 0.21,
0.164821
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10010, training loss: 0.16,
0.17487
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 10011, training loss: 0.17,
0.280734
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10012, training loss: 0.28,
0.408129
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 10013, training loss: 0.41,
0.284464
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 10014, training loss: 0.28,
0.221512
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10015, training loss: 0.22,
0.209292
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10016, training loss: 0.21,
0.308923
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10017, training loss: 0.31,
0.263501
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 10018, training loss: 0.26,
0.261776
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 10019, training loss: 0.26,
0.195518
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 10020, training loss: 0.20,
0.178818
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10021, training loss: 0.18,
0.203178
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10022, training loss: 0.20,
0.15955
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10023, training loss: 0.16,
0.271504
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10024, training loss: 0.27,
0.198462
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10025, training loss: 0.20,
0.321691
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 10026, training loss: 0.32,
0.209088
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10027, training loss: 0.21,
0.209737
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10028, training loss: 0.21,
0.216416
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 10029, training loss: 0.22,
0.191082
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10030, training loss: 0.19,
0.165903
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10031, training loss: 0.17,
0.210345
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10032, training loss: 0.21,
0.167317
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 10033, training loss: 0.17,
0.366588
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10034, training loss: 0.37,
0.263147
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 10035, training loss: 0.26,
0.158083
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10036, training loss: 0.16,
0.212519
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10037, training loss: 0.21,
0.202398
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10038, training loss: 0.20,
0.176002
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10039, training loss: 0.18,
0.169538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 10040, training loss: 0.17,
0.20089
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 10041, training loss: 0.20,
0.261589
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 10042, training loss: 0.26,
0.22097
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 10043, training loss: 0.22,
0.220956
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10044, training loss: 0.22,
0.251887
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 10045, training loss: 0.25,
0.193357
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 10046, training loss: 0.19,
0.218452
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10047, training loss: 0.22,
0.181911
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10048, training loss: 0.18,
0.255466
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10049, training loss: 0.26,
0.24826
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 10050, training loss: 0.25,
0.257132
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10051, training loss: 0.26,
0.202339
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 10052, training loss: 0.20,
0.344117
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 10053, training loss: 0.34,
0.258969
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 10054, training loss: 0.26,
0.34192
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10055, training loss: 0.34,
0.190582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 10056, training loss: 0.19,
0.185974
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 10057, training loss: 0.19,
0.195808
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10058, training loss: 0.20,
0.179119
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 10059, training loss: 0.18,
0.217877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10060, training loss: 0.22,
0.196626
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 10061, training loss: 0.20,
0.2975
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10062, training loss: 0.30,
0.240596
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10063, training loss: 0.24,
0.17986
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10064, training loss: 0.18,
0.201614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 10065, training loss: 0.20,
0.193777
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 10066, training loss: 0.19,
0.525818
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 10067, training loss: 0.53,
0.216675
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 10068, training loss: 0.22,
0.292825
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 10069, training loss: 0.29,
0.250029
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10070, training loss: 0.25,
0.259065
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10071, training loss: 0.26,
0.214701
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 10072, training loss: 0.21,
0.21883
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10073, training loss: 0.22,
0.163682
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10074, training loss: 0.16,
0.210852
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10075, training loss: 0.21,
0.211172
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 10076, training loss: 0.21,
0.204162
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 10077, training loss: 0.20,
0.269286
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 10078, training loss: 0.27,
0.201144
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10079, training loss: 0.20,
0.347912
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 10080, training loss: 0.35,
0.250389
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10081, training loss: 0.25,
0.210964
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10082, training loss: 0.21,
0.239552
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10083, training loss: 0.24,
0.284953
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 10084, training loss: 0.28,
0.270404
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10085, training loss: 0.27,
0.163207
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 10086, training loss: 0.16,
0.202693
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 10087, training loss: 0.20,
0.382992
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10088, training loss: 0.38,
0.189555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 10089, training loss: 0.19,
0.22331
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 10090, training loss: 0.22,
0.163721
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 10091, training loss: 0.16,
0.236137
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10092, training loss: 0.24,
0.20347
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10093, training loss: 0.20,
0.230135
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10094, training loss: 0.23,
0.228104
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 10095, training loss: 0.23,
0.211251
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10096, training loss: 0.21,
0.187979
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 10097, training loss: 0.19,
0.182689
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10098, training loss: 0.18,
0.152197
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10099, training loss: 0.15,
0.17869
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 10100, training loss: 0.18,
0.163822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 10101, training loss: 0.16,
0.196688
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10102, training loss: 0.20,
0.196809
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10103, training loss: 0.20,
0.239029
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 10104, training loss: 0.24,
0.245549
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 10105, training loss: 0.25,
0.170575
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 10106, training loss: 0.17,
0.206109
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10107, training loss: 0.21,
0.218192
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 10108, training loss: 0.22,
0.194449
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 10109, training loss: 0.19,
0.230063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 10110, training loss: 0.23,
0.225241
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 10111, training loss: 0.23,
0.231075
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 10112, training loss: 0.23,
0.310504
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 10113, training loss: 0.31,
0.200874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 10114, training loss: 0.20,
0.205769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10115, training loss: 0.21,
0.175437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10116, training loss: 0.18,
0.246117
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 10117, training loss: 0.25,
0.191056
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 10118, training loss: 0.19,
0.403769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10119, training loss: 0.40,
0.254004
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 10120, training loss: 0.25,
0.286661
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10121, training loss: 0.29,
0.198758
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 10122, training loss: 0.20,
0.290606
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10123, training loss: 0.29,
0.186371
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10124, training loss: 0.19,
0.240671
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 10125, training loss: 0.24,
0.368493
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10126, training loss: 0.37,
0.183212
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10127, training loss: 0.18,
0.213947
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 10128, training loss: 0.21,
0.228929
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 10129, training loss: 0.23,
0.201463
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10130, training loss: 0.20,
0.185403
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10131, training loss: 0.19,
0.198047
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10132, training loss: 0.20,
0.25374
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10133, training loss: 0.25,
0.285691
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 10134, training loss: 0.29,
0.198648
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10135, training loss: 0.20,
0.220034
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10136, training loss: 0.22,
0.226671
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10137, training loss: 0.23,
0.207432
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 10138, training loss: 0.21,
0.21865
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 10139, training loss: 0.22,
0.201801
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10140, training loss: 0.20,
0.186263
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 10141, training loss: 0.19,
0.301155
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 10142, training loss: 0.30,
0.346961
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10143, training loss: 0.35,
0.288245
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10144, training loss: 0.29,
0.193149
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10145, training loss: 0.19,
0.225174
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 10146, training loss: 0.23,
0.170149
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 10147, training loss: 0.17,
0.273037
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 10148, training loss: 0.27,
0.192657
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 10149, training loss: 0.19,
0.220368
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 10150, training loss: 0.22,
0.330861
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10151, training loss: 0.33,
0.195614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 10152, training loss: 0.20,
0.199063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 10153, training loss: 0.20,
0.214072
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 10154, training loss: 0.21,
0.236988
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10155, training loss: 0.24,
0.186626
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10156, training loss: 0.19,
0.17942
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10157, training loss: 0.18,
0.263303
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 10158, training loss: 0.26,
0.288177
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 10159, training loss: 0.29,
0.257243
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10160, training loss: 0.26,
0.178627
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 10161, training loss: 0.18,
0.22617
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10162, training loss: 0.23,
0.217782
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 10163, training loss: 0.22,
0.173114
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 10164, training loss: 0.17,
0.177601
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10165, training loss: 0.18,
0.307226
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10166, training loss: 0.31,
0.222424
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10167, training loss: 0.22,
0.175923
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 10168, training loss: 0.18,
0.189688
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10169, training loss: 0.19,
0.172182
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10170, training loss: 0.17,
0.228454
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 10171, training loss: 0.23,
0.241274
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 10172, training loss: 0.24,
0.276066
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10173, training loss: 0.28,
0.21363
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10174, training loss: 0.21,
0.220939
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 10175, training loss: 0.22,
0.246388
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10176, training loss: 0.25,
0.204535
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10177, training loss: 0.20,
0.200353
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 10178, training loss: 0.20,
0.225174
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10179, training loss: 0.23,
0.193282
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10180, training loss: 0.19,
0.25496
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 10181, training loss: 0.25,
0.189201
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 10182, training loss: 0.19,
0.169967
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10183, training loss: 0.17,
0.18269
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 10184, training loss: 0.18,
0.343905
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10185, training loss: 0.34,
0.157811
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 10186, training loss: 0.16,
0.214373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10187, training loss: 0.21,
0.193348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10188, training loss: 0.19,
0.183524
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10189, training loss: 0.18,
0.168629
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10190, training loss: 0.17,
0.260775
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10191, training loss: 0.26,
0.367013
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 10192, training loss: 0.37,
0.265814
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10193, training loss: 0.27,
0.215684
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10194, training loss: 0.22,
0.256977
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 10195, training loss: 0.26,
0.319023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10196, training loss: 0.32,
0.198778
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 10197, training loss: 0.20,
0.258383
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10198, training loss: 0.26,
0.348924
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 10199, training loss: 0.35,
0.307083
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10200, training loss: 0.31,
0.274263
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 10201, training loss: 0.27,
0.222054
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 10202, training loss: 0.22,
0.389109
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 10203, training loss: 0.39,
0.255551
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10204, training loss: 0.26,
0.21658
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 10205, training loss: 0.22,
0.203231
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10206, training loss: 0.20,
0.240831
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 10207, training loss: 0.24,
0.202615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10208, training loss: 0.20,
0.228431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 10209, training loss: 0.23,
0.314087
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 10210, training loss: 0.31,
0.23429
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 10211, training loss: 0.23,
0.237633
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 10212, training loss: 0.24,
0.184683
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 10213, training loss: 0.18,
0.165302
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 10214, training loss: 0.17,
0.229684
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 10215, training loss: 0.23,
0.176361
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 10216, training loss: 0.18,
0.220252
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10217, training loss: 0.22,
0.268467
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10218, training loss: 0.27,
0.180286
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10219, training loss: 0.18,
0.198433
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 10220, training loss: 0.20,
0.303537
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10221, training loss: 0.30,
0.172138
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10222, training loss: 0.17,
0.21783
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 10223, training loss: 0.22,
0.255328
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10224, training loss: 0.26,
0.197395
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 10225, training loss: 0.20,
0.206162
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10226, training loss: 0.21,
0.27956
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 10227, training loss: 0.28,
0.217308
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10228, training loss: 0.22,
0.263047
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 10229, training loss: 0.26,
0.23996
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 10230, training loss: 0.24,
0.26361
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 10231, training loss: 0.26,
0.193851
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 10232, training loss: 0.19,
0.198741
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10233, training loss: 0.20,
0.19602
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 10234, training loss: 0.20,
0.307512
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 10235, training loss: 0.31,
0.251826
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 10236, training loss: 0.25,
0.195213
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 10237, training loss: 0.20,
0.287006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 10238, training loss: 0.29,
0.180353
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 10239, training loss: 0.18,
0.186112
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 10240, training loss: 0.19,
0.203026
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 10241, training loss: 0.20,
0.313974
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10242, training loss: 0.31,
0.193904
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10243, training loss: 0.19,
0.270182
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10244, training loss: 0.27,
0.213271
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10245, training loss: 0.21,
0.204019
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10246, training loss: 0.20,
0.275095
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10247, training loss: 0.28,
0.170171
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10248, training loss: 0.17,
0.220194
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 10249, training loss: 0.22,
0.233989
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 10250, training loss: 0.23,
0.196198
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 10251, training loss: 0.20,
0.190824
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10252, training loss: 0.19,
0.320644
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 10253, training loss: 0.32,
0.231074
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 10254, training loss: 0.23,
0.203822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 10255, training loss: 0.20,
0.185355
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 10256, training loss: 0.19,
0.281556
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10257, training loss: 0.28,
0.180399
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 10258, training loss: 0.18,
0.37286
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 10259, training loss: 0.37,
0.182543
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 10260, training loss: 0.18,
0.234397
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 10261, training loss: 0.23,
0.323635
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 10262, training loss: 0.32,
0.243468
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10263, training loss: 0.24,
0.170288
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10264, training loss: 0.17,
0.240006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 10265, training loss: 0.24,
0.266372
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10266, training loss: 0.27,
0.18496
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10267, training loss: 0.18,
0.290985
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10268, training loss: 0.29,
0.342545
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10269, training loss: 0.34,
0.221275
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 10270, training loss: 0.22,
0.267475
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10271, training loss: 0.27,
0.20221
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 10272, training loss: 0.20,
0.295926
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10273, training loss: 0.30,
0.178175
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 10274, training loss: 0.18,
0.23523
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10275, training loss: 0.24,
0.213588
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 10276, training loss: 0.21,
0.184717
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10277, training loss: 0.18,
0.206278
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 10278, training loss: 0.21,
0.307548
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10279, training loss: 0.31,
0.37762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 10280, training loss: 0.38,
0.207324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10281, training loss: 0.21,
0.187821
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10282, training loss: 0.19,
0.198771
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 10283, training loss: 0.20,
0.239238
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10284, training loss: 0.24,
0.339199
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10285, training loss: 0.34,
0.186026
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10286, training loss: 0.19,
0.191767
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10287, training loss: 0.19,
0.161617
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 10288, training loss: 0.16,
0.175835
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10289, training loss: 0.18,
0.190628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10290, training loss: 0.19,
0.264492
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10291, training loss: 0.26,
0.191212
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 10292, training loss: 0.19,
0.187806
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 10293, training loss: 0.19,
0.18023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10294, training loss: 0.18,
0.201977
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10295, training loss: 0.20,
0.212434
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 10296, training loss: 0.21,
0.211028
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10297, training loss: 0.21,
0.188787
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10298, training loss: 0.19,
0.375018
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10299, training loss: 0.38,
0.192635
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10300, training loss: 0.19,
0.165062
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10301, training loss: 0.17,
0.260152
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 10302, training loss: 0.26,
0.167515
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 10303, training loss: 0.17,
0.224498
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10304, training loss: 0.22,
0.260835
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10305, training loss: 0.26,
0.28227
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10306, training loss: 0.28,
0.180017
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10307, training loss: 0.18,
0.222679
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 10308, training loss: 0.22,
0.215693
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 10309, training loss: 0.22,
0.245161
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 10310, training loss: 0.25,
0.21972
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 10311, training loss: 0.22,
0.196723
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10312, training loss: 0.20,
0.204095
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10313, training loss: 0.20,
0.21258
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 10314, training loss: 0.21,
0.229969
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10315, training loss: 0.23,
0.195547
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 10316, training loss: 0.20,
0.397093
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 10317, training loss: 0.40,
0.264964
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 10318, training loss: 0.26,
0.18669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10319, training loss: 0.19,
0.246559
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10320, training loss: 0.25,
0.155197
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10321, training loss: 0.16,
0.205615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 10322, training loss: 0.21,
0.199256
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 10323, training loss: 0.20,
0.226854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 10324, training loss: 0.23,
0.216925
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10325, training loss: 0.22,
0.257446
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 10326, training loss: 0.26,
0.176615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10327, training loss: 0.18,
0.184722
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 10328, training loss: 0.18,
0.187736
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10329, training loss: 0.19,
0.222536
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10330, training loss: 0.22,
0.277256
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10331, training loss: 0.28,
0.28128
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10332, training loss: 0.28,
0.195496
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 10333, training loss: 0.20,
0.2419
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 10334, training loss: 0.24,
0.221446
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10335, training loss: 0.22,
0.25247
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 10336, training loss: 0.25,
0.208003
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10337, training loss: 0.21,
0.339116
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10338, training loss: 0.34,
0.178006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10339, training loss: 0.18,
0.2645
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 10340, training loss: 0.26,
0.215083
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10341, training loss: 0.22,
0.230165
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10342, training loss: 0.23,
0.17405
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 10343, training loss: 0.17,
0.22168
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 10344, training loss: 0.22,
0.222081
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 10345, training loss: 0.22,
0.181412
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10346, training loss: 0.18,
0.205487
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 10347, training loss: 0.21,
0.200407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 10348, training loss: 0.20,
0.211732
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 10349, training loss: 0.21,
0.1914
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 10350, training loss: 0.19,
0.201846
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10351, training loss: 0.20,
0.16943
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 10352, training loss: 0.17,
0.238384
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 10353, training loss: 0.24,
0.183971
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10354, training loss: 0.18,
0.20188
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 10355, training loss: 0.20,
0.406095
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 10356, training loss: 0.41,
0.200862
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 10357, training loss: 0.20,
0.302193
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 10358, training loss: 0.30,
0.201217
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 10359, training loss: 0.20,
0.297896
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10360, training loss: 0.30,
0.221109
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10361, training loss: 0.22,
0.341969
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10362, training loss: 0.34,
0.195367
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10363, training loss: 0.20,
0.19106
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10364, training loss: 0.19,
0.168407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 10365, training loss: 0.17,
0.212182
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10366, training loss: 0.21,
0.176298
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10367, training loss: 0.18,
0.294007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10368, training loss: 0.29,
0.222521
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10369, training loss: 0.22,
0.203807
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 10370, training loss: 0.20,
0.218177
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 10371, training loss: 0.22,
0.188045
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10372, training loss: 0.19,
0.298569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10373, training loss: 0.30,
0.249977
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10374, training loss: 0.25,
0.278202
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10375, training loss: 0.28,
0.210585
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10376, training loss: 0.21,
0.285549
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10377, training loss: 0.29,
0.22592
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10378, training loss: 0.23,
0.191746
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 10379, training loss: 0.19,
0.241912
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 10380, training loss: 0.24,
0.184634
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 10381, training loss: 0.18,
0.36296
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 10382, training loss: 0.36,
0.207648
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10383, training loss: 0.21,
0.173171
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 10384, training loss: 0.17,
0.218304
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10385, training loss: 0.22,
0.236104
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10386, training loss: 0.24,
0.45042
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 10387, training loss: 0.45,
0.185533
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10388, training loss: 0.19,
0.335569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 10389, training loss: 0.34,
0.216407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10390, training loss: 0.22,
0.182259
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10391, training loss: 0.18,
0.243763
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 10392, training loss: 0.24,
0.176739
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10393, training loss: 0.18,
0.263967
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10394, training loss: 0.26,
0.215742
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10395, training loss: 0.22,
0.234679
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10396, training loss: 0.23,
0.215957
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 10397, training loss: 0.22,
0.165044
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 10398, training loss: 0.17,
0.32593
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10399, training loss: 0.33,
0.210067
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 10400, training loss: 0.21,
0.204544
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 10401, training loss: 0.20,
0.275313
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10402, training loss: 0.28,
0.207561
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 10403, training loss: 0.21,
0.222415
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10404, training loss: 0.22,
0.413813
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 10405, training loss: 0.41,
0.206591
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10406, training loss: 0.21,
0.240192
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10407, training loss: 0.24,
0.20322
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10408, training loss: 0.20,
0.196396
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10409, training loss: 0.20,
0.329823
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 10410, training loss: 0.33,
0.205195
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10411, training loss: 0.21,
0.220975
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 10412, training loss: 0.22,
0.321811
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10413, training loss: 0.32,
0.243462
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10414, training loss: 0.24,
0.239754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 10415, training loss: 0.24,
0.23207
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10416, training loss: 0.23,
0.249748
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10417, training loss: 0.25,
0.228404
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10418, training loss: 0.23,
0.227166
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 10419, training loss: 0.23,
0.262681
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10420, training loss: 0.26,
0.180949
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10421, training loss: 0.18,
0.296971
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 10422, training loss: 0.30,
0.377308
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 10423, training loss: 0.38,
0.203488
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 10424, training loss: 0.20,
0.191475
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 10425, training loss: 0.19,
0.233359
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10426, training loss: 0.23,
0.22544
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10427, training loss: 0.23,
0.203313
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 10428, training loss: 0.20,
0.198247
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 10429, training loss: 0.20,
0.230936
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10430, training loss: 0.23,
0.353632
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10431, training loss: 0.35,
0.220712
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10432, training loss: 0.22,
0.183779
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10433, training loss: 0.18,
0.22683
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 10434, training loss: 0.23,
0.248967
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10435, training loss: 0.25,
0.169634
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 10436, training loss: 0.17,
0.268812
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10437, training loss: 0.27,
0.304761
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 10438, training loss: 0.30,
0.199314
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 10439, training loss: 0.20,
0.188485
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10440, training loss: 0.19,
0.210322
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10441, training loss: 0.21,
0.283775
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10442, training loss: 0.28,
0.199786
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 10443, training loss: 0.20,
0.198267
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10444, training loss: 0.20,
0.225534
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10445, training loss: 0.23,
0.227022
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10446, training loss: 0.23,
0.244434
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10447, training loss: 0.24,
0.190002
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 10448, training loss: 0.19,
0.215947
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10449, training loss: 0.22,
0.200746
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10450, training loss: 0.20,
0.238362
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10451, training loss: 0.24,
0.192701
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 10452, training loss: 0.19,
0.259242
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10453, training loss: 0.26,
0.176963
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10454, training loss: 0.18,
0.182425
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 10455, training loss: 0.18,
0.193994
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 10456, training loss: 0.19,
0.199364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10457, training loss: 0.20,
0.200883
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 10458, training loss: 0.20,
0.226966
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10459, training loss: 0.23,
0.2528
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10460, training loss: 0.25,
0.238057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10461, training loss: 0.24,
0.387615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 10462, training loss: 0.39,
0.29951
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 10466, training loss: 0.23,
0.276473
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 10467, training loss: 0.28,
0.237855
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 10468, training loss: 0.24,
0.236155
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10469, training loss: 0.24,
0.269713
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10470, training loss: 0.27,
0.192596
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10471, training loss: 0.19,
0.219315
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10472, training loss: 0.22,
0.228596
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 10473, training loss: 0.23,
0.184524
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 10474, training loss: 0.18,
0.164863
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 10475, training loss: 0.16,
0.193899
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10476, training loss: 0.19,
0.203615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 10477, training loss: 0.20,
0.237413
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10478, training loss: 0.24,
0.277057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 10479, training loss: 0.28,
0.197136
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 10480, training loss: 0.20,
0.311267
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 10481, training loss: 0.31,
0.188167
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 10482, training loss: 0.19,
0.265207
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 10483, training loss: 0.27,
0.250432
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10484, training loss: 0.25,
0.193847
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10485, training loss: 0.19,
0.193116
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10486, training loss: 0.19,
0.194441
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10487, training loss: 0.19,
0.232642
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 10488, training loss: 0.23,
0.195603
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 10489, training loss: 0.20,
0.211561
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 10490, training loss: 0.21,
0.168949
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10491, training loss: 0.17,
0.326735
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 10492, training loss: 0.33,
0.258349
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 10493, training loss: 0.26,
0.243506
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10494, training loss: 0.24,
0.172698
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10495, training loss: 0.17,
0.166041
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 10496, training loss: 0.17,
0.217398
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 10497, training loss: 0.22,
0.270835
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10498, training loss: 0.27,
0.256436
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10499, training loss: 0.26,
0.213367
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 10500, training loss: 0.21,
0.181865
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10501, training loss: 0.18,
0.192209
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 10502, training loss: 0.19,
0.213413
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 10503, training loss: 0.21,
0.30262
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10504, training loss: 0.30,
0.222182
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 10505, training loss: 0.22,
0.234171
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10506, training loss: 0.23,
0.198183
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10507, training loss: 0.20,
0.186351
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 10508, training loss: 0.19,
0.159236
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10509, training loss: 0.16,
0.189198
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10510, training loss: 0.19,
0.302369
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10511, training loss: 0.30,
0.165285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 10512, training loss: 0.17,
0.25542
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10513, training loss: 0.26,
0.27593
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10514, training loss: 0.28,
0.210947
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10515, training loss: 0.21,
0.210127
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10516, training loss: 0.21,
0.248159
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10517, training loss: 0.25,
0.657551
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10518, training loss: 0.66,
0.484515
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 10519, training loss: 0.48,
0.24607
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 10520, training loss: 0.25,
0.190113
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10521, training loss: 0.19,
0.175664
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10522, training loss: 0.18,
0.262158
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10523, training loss: 0.26,
0.227972
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10524, training loss: 0.23,
0.202391
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 10525, training loss: 0.20,
0.346049
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10526, training loss: 0.35,
0.221487
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 10527, training loss: 0.22,
0.268818
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10528, training loss: 0.27,
0.234613
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10529, training loss: 0.23,
0.335338
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 10530, training loss: 0.34,
0.333892
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10531, training loss: 0.33,
0.335062
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 10532, training loss: 0.34,
0.306156
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 10533, training loss: 0.31,
0.241315
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10534, training loss: 0.24,
0.255536
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 10535, training loss: 0.26,
0.23232
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 10536, training loss: 0.23,
0.211462
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 10537, training loss: 0.21,
0.1929
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10538, training loss: 0.19,
0.271108
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 10539, training loss: 0.27,
0.246269
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10540, training loss: 0.25,
0.226564
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 10541, training loss: 0.23,
0.221618
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 10542, training loss: 0.22,
0.372535
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10543, training loss: 0.37,
0.328657
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10544, training loss: 0.33,
0.171878
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 10545, training loss: 0.17,
0.186724
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10546, training loss: 0.19,
0.25349
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 10547, training loss: 0.25,
0.236844
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 10548, training loss: 0.24,
0.164334
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 10549, training loss: 0.16,
0.24034
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10550, training loss: 0.24,
0.202287
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10551, training loss: 0.20,
0.241582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10552, training loss: 0.24,
0.292387
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10553, training loss: 0.29,
0.20333
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10554, training loss: 0.20,
0.391322
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10555, training loss: 0.39,
0.336669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 10556, training loss: 0.34,
0.27142
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10557, training loss: 0.27,
0.290703
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10558, training loss: 0.29,
0.193356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10559, training loss: 0.19,
0.187395
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 10560, training loss: 0.19,
0.165303
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10561, training loss: 0.17,
0.203325
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 10562, training loss: 0.20,
0.196739
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10563, training loss: 0.20,
0.217619
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 10564, training loss: 0.22,
0.228629
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10565, training loss: 0.23,
0.172798
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10566, training loss: 0.17,
0.240824
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 10567, training loss: 0.24,
0.294328
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10568, training loss: 0.29,
0.226791
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10569, training loss: 0.23,
0.213269
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 10570, training loss: 0.21,
0.229755
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10571, training loss: 0.23,
0.202706
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 10572, training loss: 0.20,
0.260421
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10573, training loss: 0.26,
0.195229
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 10574, training loss: 0.20,
0.200577
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10575, training loss: 0.20,
0.261436
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 10576, training loss: 0.26,
0.200733
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10577, training loss: 0.20,
0.271491
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10578, training loss: 0.27,
0.23375
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 10579, training loss: 0.23,
0.200057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10580, training loss: 0.20,
0.351188
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 10581, training loss: 0.35,
0.211675
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10582, training loss: 0.21,
0.165555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10583, training loss: 0.17,
0.227713
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 10584, training loss: 0.23,
0.203438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 10585, training loss: 0.20,
0.223524
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 10586, training loss: 0.22,
0.330661
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 10587, training loss: 0.33,
0.183587
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10588, training loss: 0.18,
0.17978
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10589, training loss: 0.18,
0.277918
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10590, training loss: 0.28,
0.236575
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 10609, training loss: 0.23,
0.166976
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 10610, training loss: 0.17,
0.168141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 10611, training loss: 0.17,
0.166005
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 10612, training loss: 0.17,
0.21373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10613, training loss: 0.21,
0.234569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 10614, training loss: 0.23,
0.238028
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 10615, training loss: 0.24,
0.242933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 10616, training loss: 0.24,
0.220503
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 10617, training loss: 0.22,
0.199512
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10618, training loss: 0.20,
0.163628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10619, training loss: 0.16,
0.207756
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10620, training loss: 0.21,
0.306273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 10621, training loss: 0.31,
0.24245
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 10622, training loss: 0.24,
0.194932
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10623, training loss: 0.19,
0.20483
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10624, training loss: 0.20,
0.299146
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10625, training loss: 0.30,
0.213015
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10626, training loss: 0.21,
0.221933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 10627, training loss: 0.22,
0.176545
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10628, training loss: 0.18,
0.212283
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10629, training loss: 0.21,
0.163249
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10630, training loss: 0.16,
0.259336
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10631, training loss: 0.26,
0.182748
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10632, training loss: 0.18,
0.201068
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 10633, training loss: 0.20,
0.19154
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10634, training loss: 0.19,
0.260153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10635, training loss: 0.26,
0.208614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10636, training loss: 0.21,
0.329675
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10637, training loss: 0.33,
0.196763
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10638, training loss: 0.20,
0.169278
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 10639, training loss: 0.17,
0.161126
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 10640, training loss: 0.16,
0.225434
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10641, training loss: 0.23,
0.222518
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10642, training loss: 0.22,
0.281677
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10643, training loss: 0.28,
0.188835
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10644, training loss: 0.19,
0.225452
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10645, training loss: 0.23,
0.217523
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 10646, training loss: 0.22,
0.162386
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 10647, training loss: 0.16,
0.188956
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 10648, training loss: 0.19,
0.213061
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 10649, training loss: 0.21,
0.214599
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 10650, training loss: 0.21,
0.157833
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10651, training loss: 0.16,
0.190565
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10652, training loss: 0.19,
0.168558
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10653, training loss: 0.17,
0.262474
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10654, training loss: 0.26,
0.288563
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10655, training loss: 0.29,
0.19641
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 10656, training loss: 0.20,
0.182017
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10657, training loss: 0.18,
0.321877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 10658, training loss: 0.32,
0.20273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 10659, training loss: 0.20,
0.23876
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10660, training loss: 0.24,
0.261194
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 10661, training loss: 0.26,
0.217838
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 10662, training loss: 0.22,
0.155436
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10663, training loss: 0.16,
0.230732
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10664, training loss: 0.23,
0.355211
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 10665, training loss: 0.36,
0.287948
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10666, training loss: 0.29,
0.199537
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10667, training loss: 0.20,
0.16787
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 10668, training loss: 0.17,
0.211081
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10669, training loss: 0.21,
0.185765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 10670, training loss: 0.19,
0.201294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 10671, training loss: 0.20,
0.172048
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10672, training loss: 0.17,
0.264204
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 10673, training loss: 0.26,
0.21553
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 10674, training loss: 0.22,
0.177634
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 10675, training loss: 0.18,
0.188479
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 10676, training loss: 0.19,
0.301583
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 10677, training loss: 0.30,
0.35775
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 10678, training loss: 0.36,
0.193779
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10679, training loss: 0.19,
0.311815
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 10680, training loss: 0.31,
0.287488
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 10681, training loss: 0.29,
0.333393
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10682, training loss: 0.33,
0.19805
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10683, training loss: 0.20,
0.189953
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 10684, training loss: 0.19,
0.194168
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10685, training loss: 0.19,
0.186245
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 10686, training loss: 0.19,
0.365297
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 10687, training loss: 0.37,
0.16985
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 10688, training loss: 0.17,
0.180212
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10689, training loss: 0.18,
0.301661
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 10690, training loss: 0.30,
0.314965
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10691, training loss: 0.31,
0.236948
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 10692, training loss: 0.24,
0.223631
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10693, training loss: 0.22,
0.306566
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10694, training loss: 0.31,
0.273961
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10695, training loss: 0.27,
0.283495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10696, training loss: 0.28,
0.192102
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10697, training loss: 0.19,
0.176559
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10698, training loss: 0.18,
0.192358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 10699, training loss: 0.19,
0.281162
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 10700, training loss: 0.28,
0.190881
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10701, training loss: 0.19,
0.360096
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10702, training loss: 0.36,
0.184268
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10703, training loss: 0.18,
0.211921
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10704, training loss: 0.21,
0.204505
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10705, training loss: 0.20,
0.204623
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 10706, training loss: 0.20,
0.183284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 10707, training loss: 0.18,
0.243615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 10708, training loss: 0.24,
0.221968
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 10709, training loss: 0.22,
0.26082
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10710, training loss: 0.26,
0.188294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 10711, training loss: 0.19,
0.274544
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10712, training loss: 0.27,
0.235132
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 10713, training loss: 0.24,
0.20304
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10714, training loss: 0.20,
0.234401
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10715, training loss: 0.23,
0.196514
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 10716, training loss: 0.20,
0.214756
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 10717, training loss: 0.21,
0.197422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 10718, training loss: 0.20,
0.269073
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 10719, training loss: 0.27,
0.249702
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 10720, training loss: 0.25,
0.301386
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10721, training loss: 0.30,
0.231568
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 10722, training loss: 0.23,
0.167576
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 10723, training loss: 0.17,
0.254514
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 10724, training loss: 0.25,
0.165308
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10725, training loss: 0.17,
0.193862
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 10726, training loss: 0.19,
0.269009
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 10727, training loss: 0.27,
0.152966
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10728, training loss: 0.15,
0.215894
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10729, training loss: 0.22,
0.260924
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 10730, training loss: 0.26,
0.186735
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10731, training loss: 0.19,
0.185862
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 10732, training loss: 0.19,
0.28964
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 10733, training loss: 0.29,
0.366639
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10734, training loss: 0.37,
0.241194
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 10735, training loss: 0.24,
0.190003
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10736, training loss: 0.19,
0.156853
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10737, training loss: 0.16,
0.219735
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 10738, training loss: 0.22,
0.173292
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 10739, training loss: 0.17,
0.155191
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10740, training loss: 0.16,
0.278484
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 10741, training loss: 0.28,
0.172443
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 10742, training loss: 0.17,
0.213304
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 10743, training loss: 0.21,
0.222798
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10744, training loss: 0.22,
0.275564
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10745, training loss: 0.28,
0.180676
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 10746, training loss: 0.18,
0.231007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 10747, training loss: 0.23,
0.217274
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 10748, training loss: 0.22,
0.180433
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10749, training loss: 0.18,
0.344682
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10760, training loss: 0.17,
0.229252
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10761, training loss: 0.23,
0.202135
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 10762, training loss: 0.20,
0.172564
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 10763, training loss: 0.17,
0.23131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10764, training loss: 0.23,
0.313919
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10765, training loss: 0.31,
0.3672
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 10766, training loss: 0.37,
0.218008
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 10767, training loss: 0.22,
0.211554
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 10768, training loss: 0.21,
0.217246
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 10769, training loss: 0.22,
0.177565
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 10770, training loss: 0.18,
0.234398
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10771, training loss: 0.23,
0.22376
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10772, training loss: 0.22,
0.231636
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 10773, training loss: 0.23,
0.201348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 10774, training loss: 0.20,
0.215881
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10775, training loss: 0.22,
0.322271
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 10776, training loss: 0.32,
0.277273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 10777, training loss: 0.28,
0.255892
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10778, training loss: 0.26,
0.194902
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 10779, training loss: 0.19,
0.269725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 10780, training loss: 0.27,
0.233575
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10781, training loss: 0.23,
0.22186
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 10782, training loss: 0.22,
0.255387
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10783, training loss: 0.26,
0.212567
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 10784, training loss: 0.21,
0.305177
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10785, training loss: 0.31,
0.238735
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10786, training loss: 0.24,
0.278072
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10787, training loss: 0.28,
0.248813
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 10788, training loss: 0.25,
0.249864
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10789, training loss: 0.25,
0.257115
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10790, training loss: 0.26,
0.23827
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 10791, training loss: 0.24,
0.179504
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10792, training loss: 0.18,
0.231763
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10793, training loss: 0.23,
0.171031
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10794, training loss: 0.17,
0.210848
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 10795, training loss: 0.21,
0.354928
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 10796, training loss: 0.35,
0.18576
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10797, training loss: 0.19,
0.201428
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10798, training loss: 0.20,
0.336921
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10799, training loss: 0.34,
0.259274
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 10800, training loss: 0.26,
0.29487
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 10801, training loss: 0.29,
0.186489
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 10802, training loss: 0.19,
0.148216
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10803, training loss: 0.15,
0.303938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10804, training loss: 0.30,
0.274933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10805, training loss: 0.27,
0.208545
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 10806, training loss: 0.21,
0.258993
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10807, training loss: 0.26,
0.231116
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10808, training loss: 0.23,
0.177842
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 10809, training loss: 0.18,
0.204923
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 10810, training loss: 0.20,
0.194292
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 10811, training loss: 0.19,
0.217476
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10812, training loss: 0.22,
0.216463
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 10813, training loss: 0.22,
0.32998
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 10814, training loss: 0.33,
0.256563
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10815, training loss: 0.26,
0.222167
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10816, training loss: 0.22,
0.191271
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10817, training loss: 0.19,
0.274639
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10818, training loss: 0.27,
0.17803
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 10819, training loss: 0.18,
0.360063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10820, training loss: 0.36,
0.203226
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 10821, training loss: 0.20,
0.20273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10822, training loss: 0.20,
0.206158
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10823, training loss: 0.21,
0.239999
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 10824, training loss: 0.24,
0.170659
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10825, training loss: 0.17,
0.232068
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10826, training loss: 0.23,
0.189565
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10827, training loss: 0.19,
0.205025
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 10828, training loss: 0.21,
0.283526
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10829, training loss: 0.28,
0.157045
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 10830, training loss: 0.16,
0.260874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10831, training loss: 0.26,
0.347076
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10832, training loss: 0.35,
0.230868
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10833, training loss: 0.23,
0.167356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 10834, training loss: 0.17,
0.211303
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10835, training loss: 0.21,
0.220309
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 10836, training loss: 0.22,
0.175572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 10837, training loss: 0.18,
0.202298
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10838, training loss: 0.20,
0.170132
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10839, training loss: 0.17,
0.183519
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10840, training loss: 0.18,
0.389941
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10841, training loss: 0.39,
0.259337
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10842, training loss: 0.26,
0.161807
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10843, training loss: 0.16,
0.278625
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 10844, training loss: 0.28,
0.24948
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 10845, training loss: 0.25,
0.21055
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10846, training loss: 0.21,
0.199825
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10847, training loss: 0.20,
0.17354
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10848, training loss: 0.17,
0.202345
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 10849, training loss: 0.20,
0.297677
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10850, training loss: 0.30,
0.248945
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10851, training loss: 0.25,
0.243471
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 10852, training loss: 0.24,
0.167091
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 10853, training loss: 0.17,
0.179027
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 10854, training loss: 0.18,
0.233477
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 10855, training loss: 0.23,
0.145804
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10856, training loss: 0.15,
0.159582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 10857, training loss: 0.16,
0.161681
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 10858, training loss: 0.16,
0.1909
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 10859, training loss: 0.19,
0.256764
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 10860, training loss: 0.26,
0.314698
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 10861, training loss: 0.31,
0.195763
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 65.6% 20 way one-shot learning accuracy
iteration 10862, training loss: 0.20,
0.165962
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 10863, training loss: 0.17,
0.220514
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 10864, training loss: 0.22,
0.322895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 10865, training loss: 0.32,
0.199335
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 10866, training loss: 0.20,
0.211522
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 10867, training loss: 0.21,
0.168911
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 10868, training loss: 0.17,
0.185446
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 10869, training loss: 0.19,
0.180587
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 10870, training loss: 0.18,
0.189485
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 10871, training loss: 0.19,
0.166254
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10872, training loss: 0.17,
0.355355
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10873, training loss: 0.36,
0.272537
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10874, training loss: 0.27,
0.313725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10875, training loss: 0.31,
0.281221
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 10876, training loss: 0.28,
0.21217
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 10877, training loss: 0.21,
0.299095
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 10878, training loss: 0.30,
0.200494
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 10879, training loss: 0.20,
0.247838
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 10880, training loss: 0.25,
0.190538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10881, training loss: 0.19,
0.278187
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10882, training loss: 0.28,
0.203085
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 10883, training loss: 0.20,
0.219582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 10884, training loss: 0.22,
0.203031
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10885, training loss: 0.20,
0.210404
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10886, training loss: 0.21,
0.184429
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 10887, training loss: 0.18,
0.188154
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 10888, training loss: 0.19,
0.15427
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10889, training loss: 0.15,
0.233691
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 10890, training loss: 0.23,
0.204308
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10891, training loss: 0.20,
0.214695
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10892, training loss: 0.21,
0.196066
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 10893, training loss: 0.20,
0.2278
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10894, training loss: 0.23,
0.18575
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10895, training loss: 0.19,
0.16019
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 10896, training loss: 0.16,
0.333062
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 10897, training loss: 0.33,
0.202065
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 10898, training loss: 0.20,
0.27818
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10899, training loss: 0.28,
0.214401
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10900, training loss: 0.21,
0.173641
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 10901, training loss: 0.17,
0.249097
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 10902, training loss: 0.25,
0.252824
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 10903, training loss: 0.25,
0.157937
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10904, training loss: 0.16,
0.199093
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 10905, training loss: 0.20,
0.240902
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10906, training loss: 0.24,
0.23092
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10907, training loss: 0.23,
0.330821
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10908, training loss: 0.33,
0.240867
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10909, training loss: 0.24,
0.20853
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10910, training loss: 0.21,
0.230605
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10911, training loss: 0.23,
0.247478
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 10912, training loss: 0.25,
0.283555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10913, training loss: 0.28,
0.246126
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 10914, training loss: 0.25,
0.180332
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 10915, training loss: 0.18,
0.204666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 10916, training loss: 0.20,
0.318491
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10917, training loss: 0.32,
0.22363
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10918, training loss: 0.22,
0.295644
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 10919, training loss: 0.30,
0.224028
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 10920, training loss: 0.22,
0.166724
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 10921, training loss: 0.17,
0.278668
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 10922, training loss: 0.28,
0.316809
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 10923, training loss: 0.32,
0.240581
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10924, training loss: 0.24,
0.197235
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 10925, training loss: 0.20,
0.265029
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 10926, training loss: 0.27,
0.215918
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 10927, training loss: 0.22,
0.212178
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 10928, training loss: 0.21,
0.203963
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 10929, training loss: 0.20,
0.190138
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10930, training loss: 0.19,
0.174064
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10931, training loss: 0.17,
0.169354
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10932, training loss: 0.17,
0.172722
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10933, training loss: 0.17,
0.182066
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 10934, training loss: 0.18,
0.206507
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10935, training loss: 0.21,
0.182805
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 10936, training loss: 0.18,
0.262401
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 10937, training loss: 0.26,
0.193849
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 10938, training loss: 0.19,
0.37075
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10939, training loss: 0.37,
0.281809
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 10940, training loss: 0.28,
0.163658
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 10941, training loss: 0.16,
0.218634
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 10942, training loss: 0.22,
0.161971
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10943, training loss: 0.16,
0.259285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10944, training loss: 0.26,
0.171139
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10945, training loss: 0.17,
0.178763
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 10946, training loss: 0.18,
0.197974
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 10947, training loss: 0.20,
0.171627
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10948, training loss: 0.17,
0.22031
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 10949, training loss: 0.22,
0.18974
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10950, training loss: 0.19,
0.209062
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 10951, training loss: 0.21,
0.23096
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10952, training loss: 0.23,
0.177283
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 10953, training loss: 0.18,
0.270338
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 10954, training loss: 0.27,
0.172111
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10955, training loss: 0.17,
0.186571
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 10956, training loss: 0.19,
0.332307
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 10957, training loss: 0.33,
0.193615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 10958, training loss: 0.19,
0.271144
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10959, training loss: 0.27,
0.231839
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 10960, training loss: 0.23,
0.209634
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10961, training loss: 0.21,
0.202265
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 10962, training loss: 0.20,
0.241004
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10963, training loss: 0.24,
0.247636
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10964, training loss: 0.25,
0.168741
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 10965, training loss: 0.17,
0.256433
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 10966, training loss: 0.26,
0.308973
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 10967, training loss: 0.31,
0.18223
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10968, training loss: 0.18,
0.205486
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 10969, training loss: 0.21,
0.209358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 10970, training loss: 0.21,
0.186746
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 10971, training loss: 0.19,
0.228876
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 10972, training loss: 0.23,
0.239712
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 10973, training loss: 0.24,
0.271679
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 10974, training loss: 0.27,
0.185309
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10975, training loss: 0.19,
0.196494
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10976, training loss: 0.20,
0.161221
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 10977, training loss: 0.16,
0.251065
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 10978, training loss: 0.25,
0.230774
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10979, training loss: 0.23,
0.26533
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 10980, training loss: 0.27,
0.360274
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 10981, training loss: 0.36,
0.154772
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 10982, training loss: 0.15,
0.169357
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10983, training loss: 0.17,
0.226937
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10984, training loss: 0.23,
0.184434
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10985, training loss: 0.18,
0.225302
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10986, training loss: 0.23,
0.188953
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 10987, training loss: 0.19,
0.203555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10988, training loss: 0.20,
0.15967
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 10989, training loss: 0.16,
0.209099
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10990, training loss: 0.21,
0.162656
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 10991, training loss: 0.16,
0.222271
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10992, training loss: 0.22,
0.178389
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 10993, training loss: 0.18,
0.212619
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 10994, training loss: 0.21,
0.304374
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 10995, training loss: 0.30,
0.200673
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10996, training loss: 0.20,
0.205198
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 10997, training loss: 0.21,
0.198778
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 10998, training loss: 0.20,
0.232777
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 10999, training loss: 0.23,
0.193554
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11000, training loss: 0.19,
0.191663
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 11001, training loss: 0.19,
0.17116
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11002, training loss: 0.17,
0.306226
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 11003, training loss: 0.31,
0.290474
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11004, training loss: 0.29,
0.241683
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11005, training loss: 0.24,
0.297627
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 11006, training loss: 0.30,
0.230764
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11007, training loss: 0.23,
0.294886
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 11008, training loss: 0.29,
0.241027
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11009, training loss: 0.24,
0.368802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11010, training loss: 0.37,
0.228989
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11011, training loss: 0.23,
0.196926
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 11012, training loss: 0.20,
0.201763
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11013, training loss: 0.20,
0.285529
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11014, training loss: 0.29,
0.190531
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 11015, training loss: 0.19,
0.237184
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11016, training loss: 0.24,
0.151401
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 11017, training loss: 0.15,
0.190712
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 11018, training loss: 0.19,
0.265374
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 11019, training loss: 0.27,
0.296012
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11020, training loss: 0.30,
0.179105
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 11021, training loss: 0.18,
0.193316
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11022, training loss: 0.19,
0.178758
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11023, training loss: 0.18,
0.236379
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11024, training loss: 0.24,
0.21358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 11025, training loss: 0.21,
0.303845
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11026, training loss: 0.30,
0.212323
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11027, training loss: 0.21,
0.189287
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11028, training loss: 0.19,
0.212409
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11029, training loss: 0.21,
0.233339
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11030, training loss: 0.23,
0.53662
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11031, training loss: 0.54,
0.181704
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11032, training loss: 0.18,
0.177685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 11033, training loss: 0.18,
0.261008
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11034, training loss: 0.26,
0.20455
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 11035, training loss: 0.20,
0.212859
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 11036, training loss: 0.21,
0.200606
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11037, training loss: 0.20,
0.193419
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 11038, training loss: 0.19,
0.225865
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11039, training loss: 0.23,
0.240914
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 11040, training loss: 0.24,
0.237614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11041, training loss: 0.24,
0.231348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 11042, training loss: 0.23,
0.289693
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11043, training loss: 0.29,
0.192865
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 11044, training loss: 0.19,
0.299895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11045, training loss: 0.30,
0.256322
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11046, training loss: 0.26,
0.25022
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11047, training loss: 0.25,
0.324538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11048, training loss: 0.32,
0.197401
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 11049, training loss: 0.20,
0.196773
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11050, training loss: 0.20,
0.221384
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11051, training loss: 0.22,
0.294823
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 11052, training loss: 0.29,
0.229333
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 11053, training loss: 0.23,
0.286128
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 11054, training loss: 0.29,
0.174253
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11055, training loss: 0.17,
0.22203
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11056, training loss: 0.22,
0.166368
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 11057, training loss: 0.17,
0.19581
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 11058, training loss: 0.20,
0.196757
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 11059, training loss: 0.20,
0.221361
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 11060, training loss: 0.22,
0.187601
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11061, training loss: 0.19,
0.275659
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11062, training loss: 0.28,
0.2981
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 11063, training loss: 0.30,
0.176435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 11064, training loss: 0.18,
0.167381
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11065, training loss: 0.17,
0.170086
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11066, training loss: 0.17,
0.182226
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11067, training loss: 0.18,
0.284546
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11068, training loss: 0.28,
0.182537
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11069, training loss: 0.18,
0.247723
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11070, training loss: 0.25,
0.182727
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11071, training loss: 0.18,
0.183014
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 11072, training loss: 0.18,
0.240562
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 11073, training loss: 0.24,
0.230668
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 11074, training loss: 0.23,
0.206415
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 11075, training loss: 0.21,
0.206004
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11076, training loss: 0.21,
0.208861
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11077, training loss: 0.21,
0.241927
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 11078, training loss: 0.24,
0.180169
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 11079, training loss: 0.18,
0.258554
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 11080, training loss: 0.26,
0.170985
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 11081, training loss: 0.17,
0.177862
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 11082, training loss: 0.18,
0.197164
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 11083, training loss: 0.20,
0.223982
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 11084, training loss: 0.22,
0.225661
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.4% 20 way one-shot learning accuracy
iteration 11085, training loss: 0.23,
0.181655
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 11086, training loss: 0.18,
0.213728
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11087, training loss: 0.21,
0.347947
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 11088, training loss: 0.35,
0.179196
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 11089, training loss: 0.18,
0.314966
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11090, training loss: 0.31,
0.489436
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 11091, training loss: 0.49,
0.206919
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 11092, training loss: 0.21,
0.187669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11093, training loss: 0.19,
0.297527
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 11094, training loss: 0.30,
0.409635
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11095, training loss: 0.41,
0.202822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11096, training loss: 0.20,
0.179061
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11097, training loss: 0.18,
0.18028
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 11098, training loss: 0.18,
0.17193
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 11099, training loss: 0.17,
0.260141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11100, training loss: 0.26,
0.192928
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11101, training loss: 0.19,
0.201638
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11102, training loss: 0.20,
0.18804
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11103, training loss: 0.19,
0.171001
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 11104, training loss: 0.17,
0.191384
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 11105, training loss: 0.19,
0.223832
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11106, training loss: 0.22,
0.274176
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11107, training loss: 0.27,
0.191264
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 11108, training loss: 0.19,
0.231146
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11109, training loss: 0.23,
0.15954
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 11110, training loss: 0.16,
0.260231
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11111, training loss: 0.26,
0.222488
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11112, training loss: 0.22,
0.226783
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 11113, training loss: 0.23,
0.18887
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 11114, training loss: 0.19,
0.213506
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11115, training loss: 0.21,
0.424669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11116, training loss: 0.42,
0.17
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11117, training loss: 0.17,
0.344914
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11118, training loss: 0.34,
0.301399
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11119, training loss: 0.30,
0.189864
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11120, training loss: 0.19,
0.206953
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11121, training loss: 0.21,
0.239487
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11122, training loss: 0.24,
0.215492
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11123, training loss: 0.22,
0.230621
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11124, training loss: 0.23,
0.151841
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11125, training loss: 0.15,
0.337499
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 11126, training loss: 0.34,
0.195143
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 11127, training loss: 0.20,
0.292908
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11128, training loss: 0.29,
0.20202
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 11129, training loss: 0.20,
0.216277
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11130, training loss: 0.22,
0.196175
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 11131, training loss: 0.20,
0.179748
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 11132, training loss: 0.18,
0.167923
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 11133, training loss: 0.17,
0.234434
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11134, training loss: 0.23,
0.303929
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11135, training loss: 0.30,
0.166198
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11136, training loss: 0.17,
0.194079
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11137, training loss: 0.19,
0.183449
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 11138, training loss: 0.18,
0.277174
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11139, training loss: 0.28,
0.297903
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11140, training loss: 0.30,
0.253995
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 11141, training loss: 0.25,
0.219844
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 11142, training loss: 0.22,
0.294262
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11143, training loss: 0.29,
0.258509
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11144, training loss: 0.26,
0.210001
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11145, training loss: 0.21,
0.16027
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 11146, training loss: 0.16,
0.233279
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11147, training loss: 0.23,
0.231615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11148, training loss: 0.23,
0.280344
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11149, training loss: 0.28,
0.279508
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 11150, training loss: 0.28,
0.182541
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 11151, training loss: 0.18,
0.279728
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11152, training loss: 0.28,
0.200372
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11153, training loss: 0.20,
0.178929
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 11154, training loss: 0.18,
0.189257
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 11155, training loss: 0.19,
0.187691
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 11156, training loss: 0.19,
0.21616
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 11157, training loss: 0.22,
0.196542
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 11158, training loss: 0.20,
0.276626
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 11159, training loss: 0.28,
0.285816
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 11160, training loss: 0.29,
0.20716
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11161, training loss: 0.21,
0.194282
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 11162, training loss: 0.19,
0.194534
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11163, training loss: 0.19,
0.161606
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 11164, training loss: 0.16,
0.176698
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 11165, training loss: 0.18,
0.199917
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11166, training loss: 0.20,
0.202489
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11167, training loss: 0.20,
0.223044
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 11168, training loss: 0.22,
0.261061
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11169, training loss: 0.26,
0.190513
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11170, training loss: 0.19,
0.191018
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11171, training loss: 0.19,
0.193927
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 11172, training loss: 0.19,
0.172138
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11173, training loss: 0.17,
0.273263
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11174, training loss: 0.27,
0.333931
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 11175, training loss: 0.33,
0.228369
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11176, training loss: 0.23,
0.200657
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11177, training loss: 0.20,
0.171795
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11178, training loss: 0.17,
0.189979
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11179, training loss: 0.19,
0.301186
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11180, training loss: 0.30,
0.173337
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 11181, training loss: 0.17,
0.226406
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11182, training loss: 0.23,
0.219617
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 11183, training loss: 0.22,
0.204216
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 11184, training loss: 0.20,
0.202431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 11185, training loss: 0.20,
0.209246
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 11186, training loss: 0.21,
0.238327
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 11187, training loss: 0.24,
0.20405
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 11188, training loss: 0.20,
0.174572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11189, training loss: 0.17,
0.264562
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11190, training loss: 0.26,
0.239262
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11191, training loss: 0.24,
0.226519
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11192, training loss: 0.23,
0.198076
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11193, training loss: 0.20,
0.179586
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 11194, training loss: 0.18,
0.260927
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 11195, training loss: 0.26,
0.190419
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11196, training loss: 0.19,
0.181567
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11197, training loss: 0.18,
0.260252
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11198, training loss: 0.26,
0.208868
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 11199, training loss: 0.21,
0.183986
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 11200, training loss: 0.18,
0.172731
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11201, training loss: 0.17,
0.211633
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 11202, training loss: 0.21,
0.261277
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11203, training loss: 0.26,
0.157268
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11204, training loss: 0.16,
0.242619
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11205, training loss: 0.24,
0.248351
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 11206, training loss: 0.25,
0.169684
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 11207, training loss: 0.17,
0.172834
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11208, training loss: 0.17,
0.19272
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11209, training loss: 0.19,
0.252051
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11210, training loss: 0.25,
0.18689
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 11211, training loss: 0.19,
0.217718
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11212, training loss: 0.22,
0.219235
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11213, training loss: 0.22,
0.241323
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11214, training loss: 0.24,
0.176775
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 11215, training loss: 0.18,
0.176786
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 11216, training loss: 0.18,
0.212163
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11217, training loss: 0.21,
0.198822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11218, training loss: 0.20,
0.270594
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11219, training loss: 0.27,
0.172553
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11220, training loss: 0.17,
0.176269
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11221, training loss: 0.18,
0.24044
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11222, training loss: 0.24,
0.175934
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 11223, training loss: 0.18,
0.259558
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11224, training loss: 0.26,
0.17004
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11225, training loss: 0.17,
0.242108
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11226, training loss: 0.24,
0.220222
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 11227, training loss: 0.22,
0.293128
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11228, training loss: 0.29,
0.195598
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 11229, training loss: 0.20,
0.187733
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 11230, training loss: 0.19,
0.189821
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 11231, training loss: 0.19,
0.223935
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 11232, training loss: 0.22,
0.183056
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 11233, training loss: 0.18,
0.211982
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11234, training loss: 0.21,
0.212575
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 11235, training loss: 0.21,
0.313761
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 11236, training loss: 0.31,
0.17931
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 11237, training loss: 0.18,
0.166143
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11238, training loss: 0.17,
0.227119
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11239, training loss: 0.23,
0.181542
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11240, training loss: 0.18,
0.163304
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11241, training loss: 0.16,
0.220451
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11242, training loss: 0.22,
0.191342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11243, training loss: 0.19,
0.256301
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 11244, training loss: 0.26,
0.251418
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11245, training loss: 0.25,
0.193446
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11246, training loss: 0.19,
0.184535
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11247, training loss: 0.18,
0.189557
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11248, training loss: 0.19,
0.238765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11249, training loss: 0.24,
0.231174
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 11250, training loss: 0.23,
0.178214
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11251, training loss: 0.18,
0.202673
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11252, training loss: 0.20,
0.177047
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11253, training loss: 0.18,
0.162208
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11254, training loss: 0.16,
0.187797
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 11255, training loss: 0.19,
0.180799
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 11256, training loss: 0.18,
0.217567
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11257, training loss: 0.22,
0.289181
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11258, training loss: 0.29,
0.19607
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11259, training loss: 0.20,
0.195806
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 11260, training loss: 0.20,
0.171705
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 11261, training loss: 0.17,
0.204723
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 11262, training loss: 0.20,
0.238533
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11263, training loss: 0.24,
0.358215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11264, training loss: 0.36,
0.196586
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 11265, training loss: 0.20,
0.162941
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11266, training loss: 0.16,
0.188982
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11267, training loss: 0.19,
0.20534
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11268, training loss: 0.21,
0.185368
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11269, training loss: 0.19,
0.208595
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 11283, training loss: 0.26,
0.215805
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 11284, training loss: 0.22,
0.249381
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 11285, training loss: 0.25,
0.242791
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11286, training loss: 0.24,
0.217006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 11287, training loss: 0.22,
0.368495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11288, training loss: 0.37,
0.181028
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11289, training loss: 0.18,
0.257766
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11290, training loss: 0.26,
0.192933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11291, training loss: 0.19,
0.380572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11292, training loss: 0.38,
0.207596
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 11293, training loss: 0.21,
0.247581
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 11294, training loss: 0.25,
0.174093
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 11295, training loss: 0.17,
0.181976
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11296, training loss: 0.18,
0.271493
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11297, training loss: 0.27,
0.190181
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 11298, training loss: 0.19,
0.20138
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11299, training loss: 0.20,
0.271459
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11300, training loss: 0.27,
0.154448
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11301, training loss: 0.15,
0.216452
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 11302, training loss: 0.22,
0.169282
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11303, training loss: 0.17,
0.169789
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 11304, training loss: 0.17,
0.181099
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 11305, training loss: 0.18,
0.195247
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11306, training loss: 0.20,
0.255345
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11307, training loss: 0.26,
0.200357
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 11308, training loss: 0.20,
0.364826
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11309, training loss: 0.36,
0.266975
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11310, training loss: 0.27,
0.180758
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11311, training loss: 0.18,
0.25669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11312, training loss: 0.26,
0.309415
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 11313, training loss: 0.31,
0.173669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11314, training loss: 0.17,
0.296631
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 11315, training loss: 0.30,
0.201862
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11316, training loss: 0.20,
0.211737
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 11317, training loss: 0.21,
0.17707
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 11318, training loss: 0.18,
0.311707
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11319, training loss: 0.31,
0.186877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11320, training loss: 0.19,
0.238899
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11321, training loss: 0.24,
0.158847
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11322, training loss: 0.16,
0.31289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 11323, training loss: 0.31,
0.19064
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11324, training loss: 0.19,
0.193153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11325, training loss: 0.19,
0.258866
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 11326, training loss: 0.26,
0.213171
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 11327, training loss: 0.21,
0.233526
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 11328, training loss: 0.23,
0.236637
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11329, training loss: 0.24,
0.233377
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 11330, training loss: 0.23,
0.337449
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11331, training loss: 0.34,
0.267621
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 11332, training loss: 0.27,
0.330336
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 11333, training loss: 0.33,
0.19247
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11334, training loss: 0.19,
0.269411
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 11335, training loss: 0.27,
0.162672
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11336, training loss: 0.16,
0.267449
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11337, training loss: 0.27,
0.181712
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 11338, training loss: 0.18,
0.293155
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 11339, training loss: 0.29,
0.245421
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11340, training loss: 0.25,
0.231713
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 11341, training loss: 0.23,
0.204289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11342, training loss: 0.20,
0.202126
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 11343, training loss: 0.20,
0.178315
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11344, training loss: 0.18,
0.222895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 11345, training loss: 0.22,
0.201721
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11346, training loss: 0.20,
0.216687
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11347, training loss: 0.22,
0.21059
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 11348, training loss: 0.21,
0.184677
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11349, training loss: 0.18,
0.22472
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11350, training loss: 0.22,
0.164381
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 11351, training loss: 0.16,
0.322382
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11352, training loss: 0.32,
0.238191
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 11353, training loss: 0.24,
0.174902
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 11354, training loss: 0.17,
0.182615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11355, training loss: 0.18,
0.23413
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11356, training loss: 0.23,
0.21957
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 11357, training loss: 0.22,
0.252522
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11371, training loss: 0.18,
0.208979
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 11372, training loss: 0.21,
0.17553
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 11373, training loss: 0.18,
0.189759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11374, training loss: 0.19,
0.176515
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11375, training loss: 0.18,
0.20814
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 11376, training loss: 0.21,
0.17279
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 11377, training loss: 0.17,
0.252977
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11378, training loss: 0.25,
0.200588
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 11379, training loss: 0.20,
0.185228
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 11380, training loss: 0.19,
0.207588
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 11381, training loss: 0.21,
0.320293
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 11382, training loss: 0.32,
0.221965
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 11383, training loss: 0.22,
0.203366
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11384, training loss: 0.20,
0.383024
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 11385, training loss: 0.38,
0.149964
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11386, training loss: 0.15,
0.173278
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 11387, training loss: 0.17,
0.284614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 11388, training loss: 0.28,
0.201643
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11389, training loss: 0.20,
0.170521
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11390, training loss: 0.17,
0.227605
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11391, training loss: 0.23,
0.255285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 11392, training loss: 0.26,
0.249836
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 11393, training loss: 0.25,
0.180457
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 11394, training loss: 0.18,
0.208086
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 11395, training loss: 0.21,
0.18228
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11396, training loss: 0.18,
0.24225
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 11397, training loss: 0.24,
0.232292
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11398, training loss: 0.23,
0.194203
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11399, training loss: 0.19,
0.158113
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 11400, training loss: 0.16,
0.203058
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 11401, training loss: 0.20,
0.165615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11402, training loss: 0.17,
0.213659
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 11403, training loss: 0.21,
0.21415
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11404, training loss: 0.21,
0.181923
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11405, training loss: 0.18,
0.18946
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11406, training loss: 0.19,
0.246822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11407, training loss: 0.25,
0.30758
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 11408, training loss: 0.31,
0.203274
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11409, training loss: 0.20,
0.249131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11410, training loss: 0.25,
0.228684
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 11411, training loss: 0.23,
0.194333
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 11412, training loss: 0.19,
0.197581
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11413, training loss: 0.20,
0.360389
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 11414, training loss: 0.36,
0.172266
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11415, training loss: 0.17,
0.18968
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 11416, training loss: 0.19,
0.377558
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11417, training loss: 0.38,
0.285077
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 11418, training loss: 0.29,
0.273422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 11419, training loss: 0.27,
0.184219
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 11420, training loss: 0.18,
0.168581
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 11421, training loss: 0.17,
0.222141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 11422, training loss: 0.22,
0.218842
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11423, training loss: 0.22,
0.226838
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 11424, training loss: 0.23,
0.292093
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11425, training loss: 0.29,
0.214589
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11426, training loss: 0.21,
0.236138
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11427, training loss: 0.24,
0.202487
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11428, training loss: 0.20,
0.163791
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11429, training loss: 0.16,
0.275785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 11430, training loss: 0.28,
0.225762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 11431, training loss: 0.23,
0.484753
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11432, training loss: 0.48,
0.194055
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11433, training loss: 0.19,
0.223615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11434, training loss: 0.22,
0.206638
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 11435, training loss: 0.21,
0.232676
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11436, training loss: 0.23,
0.187731
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11437, training loss: 0.19,
0.244383
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11438, training loss: 0.24,
0.183649
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 11439, training loss: 0.18,
0.184604
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11440, training loss: 0.18,
0.245643
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 11441, training loss: 0.25,
0.222374
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11442, training loss: 0.22,
0.301823
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11443, training loss: 0.30,
0.195774
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11444, training loss: 0.20,
0.228247
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 11445, training loss: 0.23,
0.338024
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11446, training loss: 0.34,
0.189639
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11447, training loss: 0.19,
0.175567
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 11448, training loss: 0.18,
0.187596
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 11449, training loss: 0.19,
0.21345
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 11450, training loss: 0.21,
0.191077
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11451, training loss: 0.19,
0.28815
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 11452, training loss: 0.29,
0.213695
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11453, training loss: 0.21,
0.218457
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 11454, training loss: 0.22,
0.175911
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 11455, training loss: 0.18,
0.311462
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11456, training loss: 0.31,
0.188698
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 11457, training loss: 0.19,
0.259326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11458, training loss: 0.26,
0.189525
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11459, training loss: 0.19,
0.197669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11460, training loss: 0.20,
0.177725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 11461, training loss: 0.18,
0.167662
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 11462, training loss: 0.17,
0.160748
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11463, training loss: 0.16,
0.172599
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11464, training loss: 0.17,
0.236172
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11465, training loss: 0.24,
0.232622
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 11466, training loss: 0.23,
0.170992
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11467, training loss: 0.17,
0.238669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 11468, training loss: 0.24,
0.235723
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 11469, training loss: 0.24,
0.167285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 11470, training loss: 0.17,
0.226342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11471, training loss: 0.23,
0.148064
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 11472, training loss: 0.15,
0.233955
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 11473, training loss: 0.23,
0.180481
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11474, training loss: 0.18,
0.195906
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11475, training loss: 0.20,
0.18464
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 11476, training loss: 0.18,
0.210147
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 11477, training loss: 0.21,
0.184033
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11478, training loss: 0.18,
0.187184
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11479, training loss: 0.19,
0.206387
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11480, training loss: 0.21,
0.254488
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 11481, training loss: 0.25,
0.206447
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 11482, training loss: 0.21,
0.190775
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 11483, training loss: 0.19,
0.302214
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11484, training loss: 0.30,
0.223353
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 11485, training loss: 0.22,
0.369463
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11486, training loss: 0.37,
0.198998
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11487, training loss: 0.20,
0.192769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11488, training loss: 0.19,
0.193165
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11489, training loss: 0.19,
0.183572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 11490, training loss: 0.18,
0.188536
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 11491, training loss: 0.19,
0.164271
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 11492, training loss: 0.16,
0.170624
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 11493, training loss: 0.17,
0.18459
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11494, training loss: 0.18,
0.193347
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11495, training loss: 0.19,
0.205488
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 11496, training loss: 0.21,
0.321835
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 11497, training loss: 0.32,
0.245723
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11498, training loss: 0.25,
0.166423
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 11499, training loss: 0.17,
0.165496
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11500, training loss: 0.17,
0.171842
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 11501, training loss: 0.17,
0.214019
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11502, training loss: 0.21,
0.242142
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11503, training loss: 0.24,
0.247245
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11504, training loss: 0.25,
0.205804
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11505, training loss: 0.21,
0.26946
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 11506, training loss: 0.27,
0.176158
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 11507, training loss: 0.18,
0.208311
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 11508, training loss: 0.21,
0.160082
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 11509, training loss: 0.16,
0.190882
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 11510, training loss: 0.19,
0.189407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 11511, training loss: 0.19,
0.187349
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11512, training loss: 0.19,
0.416438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11513, training loss: 0.42,
0.279742
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11514, training loss: 0.28,
0.247929
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11515, training loss: 0.25,
0.198385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 11516, training loss: 0.20,
0.189595
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11517, training loss: 0.19,
0.195008
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11518, training loss: 0.20,
0.156457
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11519, training loss: 0.16,
0.169618
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 11520, training loss: 0.17,
0.197806
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 11521, training loss: 0.20,
0.20778
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11522, training loss: 0.21,
0.176086
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11523, training loss: 0.18,
0.259606
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11524, training loss: 0.26,
0.196326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11525, training loss: 0.20,
0.188854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 11526, training loss: 0.19,
0.211394
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 11527, training loss: 0.21,
0.190072
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 11528, training loss: 0.19,
0.191165
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11529, training loss: 0.19,
0.181153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 11530, training loss: 0.18,
0.16966
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11531, training loss: 0.17,
0.178688
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 11532, training loss: 0.18,
0.166269
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 11533, training loss: 0.17,
0.172725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11534, training loss: 0.17,
0.206292
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 11535, training loss: 0.21,
0.289537
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 11536, training loss: 0.29,
0.268046
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 11537, training loss: 0.27,
0.290063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 11538, training loss: 0.29,
0.171075
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11539, training loss: 0.17,
0.168453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11540, training loss: 0.17,
0.201713
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 11541, training loss: 0.20,
0.225739
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11542, training loss: 0.23,
0.174958
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 11543, training loss: 0.17,
0.175096
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 11544, training loss: 0.18,
0.23962
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 11545, training loss: 0.24,
0.217873
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11546, training loss: 0.22,
0.238358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11547, training loss: 0.24,
0.204358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11548, training loss: 0.20,
0.261457
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11549, training loss: 0.26,
0.219525
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 11550, training loss: 0.22,
0.189827
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11551, training loss: 0.19,
0.211498
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11552, training loss: 0.21,
0.189926
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 11553, training loss: 0.19,
0.192684
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 11554, training loss: 0.19,
0.189763
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11555, training loss: 0.19,
0.213875
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 11556, training loss: 0.21,
0.253946
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11557, training loss: 0.25,
0.268245
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 11558, training loss: 0.27,
0.166842
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 11559, training loss: 0.17,
0.181449
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11560, training loss: 0.18,
0.209344
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11561, training loss: 0.21,
0.235004
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 11562, training loss: 0.24,
0.355346
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11563, training loss: 0.36,
0.21612
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11564, training loss: 0.22,
0.172021
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 11565, training loss: 0.17,
0.206314
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 11566, training loss: 0.21,
0.184481
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11567, training loss: 0.18,
0.210647
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11568, training loss: 0.21,
0.184477
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11569, training loss: 0.18,
0.17135
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11570, training loss: 0.17,
0.197536
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 11571, training loss: 0.20,
0.19614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11572, training loss: 0.20,
0.255199
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11573, training loss: 0.26,
0.172952
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11574, training loss: 0.17,
0.216779
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11575, training loss: 0.22,
0.194446
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11576, training loss: 0.19,
0.167198
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 11577, training loss: 0.17,
0.178692
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11578, training loss: 0.18,
0.163255
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11579, training loss: 0.16,
0.330256
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 11580, training loss: 0.33,
0.280039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11581, training loss: 0.28,
0.244814
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 11582, training loss: 0.24,
0.252077
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11583, training loss: 0.25,
0.171841
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11584, training loss: 0.17,
0.176577
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 11585, training loss: 0.18,
0.267308
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 11586, training loss: 0.27,
0.227853
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11587, training loss: 0.23,
0.159841
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 11588, training loss: 0.16,
0.230618
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11589, training loss: 0.23,
0.201197
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 11590, training loss: 0.20,
0.290467
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11591, training loss: 0.29,
0.162379
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 11592, training loss: 0.16,
0.256752
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 11593, training loss: 0.26,
0.181034
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 11594, training loss: 0.18,
0.216863
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 11595, training loss: 0.22,
0.266649
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 11596, training loss: 0.27,
0.176931
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 11597, training loss: 0.18,
0.247988
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11598, training loss: 0.25,
0.198508
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11599, training loss: 0.20,
0.205586
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11600, training loss: 0.21,
0.197516
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 11601, training loss: 0.20,
0.208018
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 11602, training loss: 0.21,
0.204462
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11603, training loss: 0.20,
0.208822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 11604, training loss: 0.21,
0.319906
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 11605, training loss: 0.32,
0.19588
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 11606, training loss: 0.20,
0.165797
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 11607, training loss: 0.17,
0.196842
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 11608, training loss: 0.20,
0.368282
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 11609, training loss: 0.37,
0.208423
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11610, training loss: 0.21,
0.179343
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11611, training loss: 0.18,
0.214525
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11612, training loss: 0.21,
0.194715
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11613, training loss: 0.19,
0.187348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11614, training loss: 0.19,
0.214489
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 11615, training loss: 0.21,
0.181791
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 11616, training loss: 0.18,
0.224624
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11617, training loss: 0.22,
0.192972
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 11618, training loss: 0.19,
0.180382
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11619, training loss: 0.18,
0.211841
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 11620, training loss: 0.21,
0.171424
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 11621, training loss: 0.17,
0.180586
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 11622, training loss: 0.18,
0.300354
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 11623, training loss: 0.30,
0.274436
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11624, training loss: 0.27,
0.192181
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11625, training loss: 0.19,
0.273846
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11626, training loss: 0.27,
0.16903
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11627, training loss: 0.17,
0.203366
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 11628, training loss: 0.20,
0.302467
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11629, training loss: 0.30,
0.182696
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 11630, training loss: 0.18,
0.195792
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11631, training loss: 0.20,
0.211929
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11632, training loss: 0.21,
0.209444
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11633, training loss: 0.21,
0.208925
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 11634, training loss: 0.21,
0.314281
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11635, training loss: 0.31,
0.302044
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11636, training loss: 0.30,
0.176495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11637, training loss: 0.18,
0.193451
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11638, training loss: 0.19,
0.263787
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 11639, training loss: 0.26,
0.185545
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11640, training loss: 0.19,
0.17672
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11641, training loss: 0.18,
0.167062
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11642, training loss: 0.17,
0.160354
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 11643, training loss: 0.16,
0.227283
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 11644, training loss: 0.23,
0.147775
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11645, training loss: 0.15,
0.17856
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11646, training loss: 0.18,
0.241377
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 11647, training loss: 0.24,
0.258896
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11648, training loss: 0.26,
0.176468
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 11649, training loss: 0.18,
0.211403
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11650, training loss: 0.21,
0.220277
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 11651, training loss: 0.22,
0.190035
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 11652, training loss: 0.19,
0.182783
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11653, training loss: 0.18,
0.174705
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11654, training loss: 0.17,
0.178774
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11655, training loss: 0.18,
0.209257
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 11656, training loss: 0.21,
0.162059
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11657, training loss: 0.16,
0.197948
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11658, training loss: 0.20,
0.31696
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 11659, training loss: 0.32,
0.269738
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11660, training loss: 0.27,
0.32712
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 11661, training loss: 0.33,
0.204233
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11662, training loss: 0.20,
0.373841
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11663, training loss: 0.37,
0.243936
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 11664, training loss: 0.24,
0.195673
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11665, training loss: 0.20,
0.1994
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11666, training loss: 0.20,
0.140004
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 11667, training loss: 0.14,
0.214991
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 11668, training loss: 0.21,
0.292952
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11669, training loss: 0.29,
0.262063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11670, training loss: 0.26,
0.178487
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11671, training loss: 0.18,
0.170884
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11672, training loss: 0.17,
0.210502
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11673, training loss: 0.21,
0.176373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 11674, training loss: 0.18,
0.155708
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11675, training loss: 0.16,
0.164453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 11676, training loss: 0.16,
0.174306
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11677, training loss: 0.17,
0.286744
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11678, training loss: 0.29,
0.220582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11679, training loss: 0.22,
0.191243
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11680, training loss: 0.19,
0.176392
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11681, training loss: 0.18,
0.224613
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11682, training loss: 0.22,
0.202334
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 11683, training loss: 0.20,
0.183311
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11684, training loss: 0.18,
0.439328
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11685, training loss: 0.44,
0.163225
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11686, training loss: 0.16,
0.189762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 11687, training loss: 0.19,
0.15844
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11688, training loss: 0.16,
0.203212
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11689, training loss: 0.20,
0.18513
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 11690, training loss: 0.19,
0.22759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 11691, training loss: 0.23,
0.208013
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11692, training loss: 0.21,
0.185206
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 11693, training loss: 0.19,
0.171566
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11694, training loss: 0.17,
0.197989
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11695, training loss: 0.20,
0.359465
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11696, training loss: 0.36,
0.193908
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11697, training loss: 0.19,
0.239091
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11698, training loss: 0.24,
0.241265
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11699, training loss: 0.24,
0.14854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 11700, training loss: 0.15,
0.171276
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11701, training loss: 0.17,
0.227128
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11702, training loss: 0.23,
0.294965
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11703, training loss: 0.29,
0.230797
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 11704, training loss: 0.23,
0.199386
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11705, training loss: 0.20,
0.214562
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11706, training loss: 0.21,
0.250565
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 11707, training loss: 0.25,
0.21592
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 11708, training loss: 0.22,
0.43964
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 11709, training loss: 0.44,
0.208951
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 11710, training loss: 0.21,
0.394422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11711, training loss: 0.39,
0.319227
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 11712, training loss: 0.32,
0.183085
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 11713, training loss: 0.18,
0.218653
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11714, training loss: 0.22,
0.287239
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11715, training loss: 0.29,
0.197258
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 11716, training loss: 0.20,
0.231467
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11717, training loss: 0.23,
0.181792
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 11718, training loss: 0.18,
0.180029
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 11719, training loss: 0.18,
0.176172
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11720, training loss: 0.18,
0.199008
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11721, training loss: 0.20,
0.185631
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11722, training loss: 0.19,
0.240791
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 11723, training loss: 0.24,
0.19183
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11724, training loss: 0.19,
0.262911
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11725, training loss: 0.26,
0.168857
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11726, training loss: 0.17,
0.228352
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11727, training loss: 0.23,
0.260576
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11728, training loss: 0.26,
0.164191
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11729, training loss: 0.16,
0.165103
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11730, training loss: 0.17,
0.161187
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11731, training loss: 0.16,
0.190737
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 11732, training loss: 0.19,
0.230158
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11733, training loss: 0.23,
0.16577
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11734, training loss: 0.17,
0.193362
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11735, training loss: 0.19,
0.173486
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11736, training loss: 0.17,
0.317407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 11737, training loss: 0.32,
0.183827
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 11738, training loss: 0.18,
0.254243
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11739, training loss: 0.25,
0.163776
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11740, training loss: 0.16,
0.183372
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 11741, training loss: 0.18,
0.195485
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11742, training loss: 0.20,
0.240571
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11743, training loss: 0.24,
0.255458
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 11744, training loss: 0.26,
0.222533
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11745, training loss: 0.22,
0.203412
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11746, training loss: 0.20,
0.174357
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 11747, training loss: 0.17,
0.256324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11748, training loss: 0.26,
0.187358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 11749, training loss: 0.19,
0.20508
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11750, training loss: 0.21,
0.199434
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 11751, training loss: 0.20,
0.196594
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11752, training loss: 0.20,
0.169034
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11753, training loss: 0.17,
0.20931
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11754, training loss: 0.21,
0.187933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11755, training loss: 0.19,
0.179821
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11756, training loss: 0.18,
0.164848
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11757, training loss: 0.16,
0.164628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 11758, training loss: 0.16,
0.152254
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11759, training loss: 0.15,
0.246987
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11760, training loss: 0.25,
0.204811
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 11761, training loss: 0.20,
0.172712
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 11762, training loss: 0.17,
0.459512
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11763, training loss: 0.46,
0.231457
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 11764, training loss: 0.23,
0.158226
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11765, training loss: 0.16,
0.262919
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11766, training loss: 0.26,
0.246445
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 11767, training loss: 0.25,
0.281915
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11768, training loss: 0.28,
0.166873
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 11769, training loss: 0.17,
0.209087
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11770, training loss: 0.21,
0.158744
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11771, training loss: 0.16,
0.214119
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11772, training loss: 0.21,
0.317494
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11773, training loss: 0.32,
0.262707
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11774, training loss: 0.26,
0.287571
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 11775, training loss: 0.29,
0.224699
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 11776, training loss: 0.22,
0.157119
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11777, training loss: 0.16,
0.197767
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11778, training loss: 0.20,
0.188144
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 11779, training loss: 0.19,
0.198495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 11780, training loss: 0.20,
0.198532
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11781, training loss: 0.20,
0.241413
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 11782, training loss: 0.24,
0.182422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 11783, training loss: 0.18,
0.213152
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11784, training loss: 0.21,
0.423965
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11785, training loss: 0.42,
0.227047
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11786, training loss: 0.23,
0.164758
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11787, training loss: 0.16,
0.166978
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11788, training loss: 0.17,
0.154255
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 11789, training loss: 0.15,
0.194895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 11790, training loss: 0.19,
0.308453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11791, training loss: 0.31,
0.179743
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 11792, training loss: 0.18,
0.237258
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11793, training loss: 0.24,
0.178274
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 11794, training loss: 0.18,
0.219107
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 11795, training loss: 0.22,
0.175366
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 11796, training loss: 0.18,
0.273057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11797, training loss: 0.27,
0.178208
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 11798, training loss: 0.18,
0.214972
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 11799, training loss: 0.21,
0.210832
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11800, training loss: 0.21,
0.194027
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11801, training loss: 0.19,
0.189725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 11802, training loss: 0.19,
0.18001
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11803, training loss: 0.18,
0.18549
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11804, training loss: 0.19,
0.258427
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11805, training loss: 0.26,
0.291606
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11806, training loss: 0.29,
0.189938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11807, training loss: 0.19,
0.337568
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 11808, training loss: 0.34,
0.171652
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 11809, training loss: 0.17,
0.185096
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11810, training loss: 0.19,
0.147994
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11811, training loss: 0.15,
0.240884
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11812, training loss: 0.24,
0.148628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 11813, training loss: 0.15,
0.220178
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 11814, training loss: 0.22,
0.237938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11815, training loss: 0.24,
0.154371
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 11816, training loss: 0.15,
0.282143
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11817, training loss: 0.28,
0.3158
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11818, training loss: 0.32,
0.214888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 11819, training loss: 0.21,
0.160153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11820, training loss: 0.16,
0.232349
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11821, training loss: 0.23,
0.217971
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11822, training loss: 0.22,
0.358934
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 11823, training loss: 0.36,
0.170435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11824, training loss: 0.17,
0.169677
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11825, training loss: 0.17,
0.17407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11826, training loss: 0.17,
0.33677
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11827, training loss: 0.34,
0.184758
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 11828, training loss: 0.18,
0.176412
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 11829, training loss: 0.18,
0.235308
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11830, training loss: 0.24,
0.251
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 11831, training loss: 0.25,
0.301832
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11832, training loss: 0.30,
0.16419
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 11833, training loss: 0.16,
0.176395
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 11834, training loss: 0.18,
0.2348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 11835, training loss: 0.23,
0.290364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 11836, training loss: 0.29,
0.17203
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 11837, training loss: 0.17,
0.25123
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 11838, training loss: 0.25,
0.246796
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11839, training loss: 0.25,
0.209449
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 11840, training loss: 0.21,
0.212121
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 11841, training loss: 0.21,
0.527693
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 11842, training loss: 0.53,
0.234713
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11843, training loss: 0.23,
0.172166
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 11844, training loss: 0.17,
0.22175
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11845, training loss: 0.22,
0.186262
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 11846, training loss: 0.19,
0.163125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 11847, training loss: 0.16,
0.232105
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 11848, training loss: 0.23,
0.21343
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 11849, training loss: 0.21,
0.186711
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 11850, training loss: 0.19,
0.22354
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11851, training loss: 0.22,
0.279901
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 11852, training loss: 0.28,
0.208326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 11853, training loss: 0.21,
0.480483
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11854, training loss: 0.48,
0.231092
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11855, training loss: 0.23,
0.167317
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11856, training loss: 0.17,
0.166322
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11857, training loss: 0.17,
0.178559
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 11858, training loss: 0.18,
0.206286
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11859, training loss: 0.21,
0.406723
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11860, training loss: 0.41,
0.163043
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 11861, training loss: 0.16,
0.188073
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 11862, training loss: 0.19,
0.16262
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11863, training loss: 0.16,
0.244016
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11864, training loss: 0.24,
0.25244
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11865, training loss: 0.25,
0.177042
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11866, training loss: 0.18,
0.272784
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11867, training loss: 0.27,
0.254514
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11868, training loss: 0.25,
0.249205
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11869, training loss: 0.25,
0.185877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11870, training loss: 0.19,
0.203215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 11871, training loss: 0.20,
0.149566
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 11872, training loss: 0.15,
0.177735
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 11873, training loss: 0.18,
0.156845
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11874, training loss: 0.16,
0.176786
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11875, training loss: 0.18,
0.170283
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 11876, training loss: 0.17,
0.276335
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 11877, training loss: 0.28,
0.194151
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 11878, training loss: 0.19,
0.193444
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11879, training loss: 0.19,
0.349207
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11880, training loss: 0.35,
0.156953
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 11881, training loss: 0.16,
0.204657
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 11882, training loss: 0.20,
0.29973
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 11883, training loss: 0.30,
0.193329
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11884, training loss: 0.19,
0.195659
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11885, training loss: 0.20,
0.207148
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 11886, training loss: 0.21,
0.246019
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 11887, training loss: 0.25,
0.17722
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 11888, training loss: 0.18,
0.197168
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11889, training loss: 0.20,
0.249541
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 11890, training loss: 0.25,
0.183769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11891, training loss: 0.18,
0.23186
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11892, training loss: 0.23,
0.204835
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 11893, training loss: 0.20,
0.273195
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11894, training loss: 0.27,
0.169552
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11895, training loss: 0.17,
0.257196
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 11896, training loss: 0.26,
0.170557
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 11897, training loss: 0.17,
0.289623
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 11898, training loss: 0.29,
0.40284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 11899, training loss: 0.40,
0.216063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11900, training loss: 0.22,
0.184494
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 11901, training loss: 0.18,
0.374952
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11902, training loss: 0.37,
0.190022
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 64.0% 20 way one-shot learning accuracy
iteration 11903, training loss: 0.19,
0.27078
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 11904, training loss: 0.27,
0.195026
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 11905, training loss: 0.20,
0.175837
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 11906, training loss: 0.18,
0.350153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 11907, training loss: 0.35,
0.289906
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 11908, training loss: 0.29,
0.364559
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11909, training loss: 0.36,
0.166498
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11910, training loss: 0.17,
0.207974
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 11911, training loss: 0.21,
0.201942
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11912, training loss: 0.20,
0.199131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 11913, training loss: 0.20,
0.169071
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11914, training loss: 0.17,
0.170934
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11915, training loss: 0.17,
0.241189
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11916, training loss: 0.24,
0.19442
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11917, training loss: 0.19,
0.247332
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11918, training loss: 0.25,
0.245115
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 11919, training loss: 0.25,
0.173054
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11920, training loss: 0.17,
0.291696
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11921, training loss: 0.29,
0.203066
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11922, training loss: 0.20,
0.270713
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11923, training loss: 0.27,
0.175006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 11924, training loss: 0.18,
0.21642
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11925, training loss: 0.22,
0.187135
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11926, training loss: 0.19,
0.190126
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 11927, training loss: 0.19,
0.203161
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11928, training loss: 0.20,
0.245762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11929, training loss: 0.25,
0.165943
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11930, training loss: 0.17,
0.185296
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11931, training loss: 0.19,
0.211145
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11932, training loss: 0.21,
0.2027
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11933, training loss: 0.20,
0.173533
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11934, training loss: 0.17,
0.239615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11935, training loss: 0.24,
0.342195
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11936, training loss: 0.34,
0.332952
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 11937, training loss: 0.33,
0.212761
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 11938, training loss: 0.21,
0.177909
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11939, training loss: 0.18,
0.158825
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 11940, training loss: 0.16,
0.179098
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 11941, training loss: 0.18,
0.220773
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11942, training loss: 0.22,
0.179135
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 11943, training loss: 0.18,
0.154215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 11944, training loss: 0.15,
0.292281
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 11945, training loss: 0.29,
0.206664
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 11946, training loss: 0.21,
0.283026
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 11947, training loss: 0.28,
0.326171
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 11948, training loss: 0.33,
0.237942
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 11949, training loss: 0.24,
0.192561
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11950, training loss: 0.19,
0.198081
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11951, training loss: 0.20,
0.192456
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11952, training loss: 0.19,
0.190407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 11953, training loss: 0.19,
0.194662
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11954, training loss: 0.19,
0.166011
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11955, training loss: 0.17,
0.306614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11956, training loss: 0.31,
0.210663
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11957, training loss: 0.21,
0.180745
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11958, training loss: 0.18,
0.250782
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 11959, training loss: 0.25,
0.180299
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11960, training loss: 0.18,
0.210802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11961, training loss: 0.21,
0.501452
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11962, training loss: 0.50,
0.19784
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11963, training loss: 0.20,
0.238867
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 11964, training loss: 0.24,
0.152624
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 11965, training loss: 0.15,
0.231511
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11966, training loss: 0.23,
0.149396
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11967, training loss: 0.15,
0.332422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 11968, training loss: 0.33,
0.15407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 11969, training loss: 0.15,
0.170613
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 11970, training loss: 0.17,
0.2428
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11971, training loss: 0.24,
0.205504
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 11972, training loss: 0.21,
0.367642
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 11973, training loss: 0.37,
0.182111
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 11974, training loss: 0.18,
0.244293
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 11975, training loss: 0.24,
0.204779
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 11976, training loss: 0.20,
0.265795
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 11977, training loss: 0.27,
0.376606
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 11978, training loss: 0.38,
0.194437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 11979, training loss: 0.19,
0.209012
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11980, training loss: 0.21,
0.171747
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11981, training loss: 0.17,
0.29272
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 11982, training loss: 0.29,
0.178917
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 11983, training loss: 0.18,
0.308407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11984, training loss: 0.31,
0.244893
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 11985, training loss: 0.24,
0.228437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 11986, training loss: 0.23,
0.187872
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11987, training loss: 0.19,
0.281389
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 11988, training loss: 0.28,
0.186363
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 11989, training loss: 0.19,
0.195069
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 11990, training loss: 0.20,
0.218547
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11991, training loss: 0.22,
0.210777
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 11992, training loss: 0.21,
0.183401
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 11993, training loss: 0.18,
0.23351
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 11994, training loss: 0.23,
0.168335
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 11995, training loss: 0.17,
0.560047
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 11996, training loss: 0.56,
0.190993
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 11997, training loss: 0.19,
0.186177
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 11998, training loss: 0.19,
0.185331
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 11999, training loss: 0.19,
0.192864
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12000, training loss: 0.19,
0.353595
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 12001, training loss: 0.35,
0.170077
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 12002, training loss: 0.17,
0.17771
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 12003, training loss: 0.18,
0.179271
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12004, training loss: 0.18,
0.365352
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 12005, training loss: 0.37,
0.253283
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 12006, training loss: 0.25,
0.292263
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 12007, training loss: 0.29,
0.163721
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 12008, training loss: 0.16,
0.180815
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12009, training loss: 0.18,
0.167165
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 12010, training loss: 0.17,
0.198637
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 12011, training loss: 0.20,
0.19012
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 12012, training loss: 0.19,
0.181463
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12013, training loss: 0.18,
0.234551
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12014, training loss: 0.23,
0.340309
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12015, training loss: 0.34,
0.205624
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 12016, training loss: 0.21,
0.22906
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12017, training loss: 0.23,
0.192453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12018, training loss: 0.19,
0.164488
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12019, training loss: 0.16,
0.189925
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12020, training loss: 0.19,
0.170874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 12021, training loss: 0.17,
0.193759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 12022, training loss: 0.19,
0.211877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12023, training loss: 0.21,
0.230814
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12024, training loss: 0.23,
0.248832
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 12025, training loss: 0.25,
0.254427
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12026, training loss: 0.25,
0.154594
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12027, training loss: 0.15,
0.165642
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12028, training loss: 0.17,
0.19414
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12029, training loss: 0.19,
0.180704
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12030, training loss: 0.18,
0.157347
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12031, training loss: 0.16,
0.166994
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12032, training loss: 0.17,
0.199011
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 12033, training loss: 0.20,
0.190432
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12034, training loss: 0.19,
0.451484
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 12035, training loss: 0.45,
0.34042
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12036, training loss: 0.34,
0.329689
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12037, training loss: 0.33,
0.160423
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 12038, training loss: 0.16,
0.211308
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 12039, training loss: 0.21,
0.212365
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12040, training loss: 0.21,
0.185052
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 12041, training loss: 0.19,
0.188062
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12042, training loss: 0.19,
0.325575
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12043, training loss: 0.33,
0.169927
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 12044, training loss: 0.17,
0.33291
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 12045, training loss: 0.33,
0.326942
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12046, training loss: 0.33,
0.212601
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 12047, training loss: 0.21,
0.316893
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 12048, training loss: 0.32,
0.227893
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 12049, training loss: 0.23,
0.232327
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 12050, training loss: 0.23,
0.184497
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 12051, training loss: 0.18,
0.240432
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 12052, training loss: 0.24,
0.264682
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 12053, training loss: 0.26,
0.209458
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 12054, training loss: 0.21,
0.263138
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 12055, training loss: 0.26,
0.224183
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12056, training loss: 0.22,
0.209366
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12057, training loss: 0.21,
0.207103
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 12058, training loss: 0.21,
0.16719
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 12059, training loss: 0.17,
0.170426
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 12060, training loss: 0.17,
0.173594
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 12061, training loss: 0.17,
0.142764
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 12062, training loss: 0.14,
0.169779
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12063, training loss: 0.17,
0.196472
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12064, training loss: 0.20,
0.206467
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12065, training loss: 0.21,
0.203675
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12066, training loss: 0.20,
0.268343
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12067, training loss: 0.27,
0.208448
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12068, training loss: 0.21,
0.188967
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12069, training loss: 0.19,
0.233345
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12070, training loss: 0.23,
0.269796
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12071, training loss: 0.27,
0.331305
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 12072, training loss: 0.33,
0.32946
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 12073, training loss: 0.33,
0.165515
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12074, training loss: 0.17,
0.298996
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 12075, training loss: 0.30,
0.203956
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 12076, training loss: 0.20,
0.183499
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12077, training loss: 0.18,
0.185491
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12078, training loss: 0.19,
0.269653
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12079, training loss: 0.27,
0.229323
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12080, training loss: 0.23,
0.173844
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12081, training loss: 0.17,
0.220336
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12082, training loss: 0.22,
0.169033
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12083, training loss: 0.17,
0.228781
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12084, training loss: 0.23,
0.266356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12085, training loss: 0.27,
0.164941
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12086, training loss: 0.16,
0.259347
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 12087, training loss: 0.26,
0.198535
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12088, training loss: 0.20,
0.287926
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 12089, training loss: 0.29,
0.298084
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 12090, training loss: 0.30,
0.17827
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 12091, training loss: 0.18,
0.233556
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 12092, training loss: 0.23,
0.166936
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 12093, training loss: 0.17,
0.174515
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 12094, training loss: 0.17,
0.166918
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 12095, training loss: 0.17,
0.260564
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12096, training loss: 0.26,
0.174781
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 12097, training loss: 0.17,
0.20043
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 12098, training loss: 0.20,
0.408132
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 12099, training loss: 0.41,
0.196202
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 12100, training loss: 0.20,
0.267901
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12101, training loss: 0.27,
0.21601
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 12102, training loss: 0.22,
0.205644
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 12103, training loss: 0.21,
0.22867
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12104, training loss: 0.23,
0.178308
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12105, training loss: 0.18,
0.182444
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12106, training loss: 0.18,
0.238782
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12107, training loss: 0.24,
0.194936
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 12108, training loss: 0.19,
0.199193
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12109, training loss: 0.20,
0.32035
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 12110, training loss: 0.32,
0.205525
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12111, training loss: 0.21,
0.200889
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 12112, training loss: 0.20,
0.197975
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12113, training loss: 0.20,
0.218005
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12114, training loss: 0.22,
0.192272
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12115, training loss: 0.19,
0.209572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 12116, training loss: 0.21,
0.180171
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 12117, training loss: 0.18,
0.20039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12118, training loss: 0.20,
0.210186
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12119, training loss: 0.21,
0.222293
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 12120, training loss: 0.22,
0.198948
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12121, training loss: 0.20,
0.297248
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12122, training loss: 0.30,
0.169177
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 12123, training loss: 0.17,
0.262562
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12124, training loss: 0.26,
0.280214
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12125, training loss: 0.28,
0.199327
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 12126, training loss: 0.20,
0.187538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 12127, training loss: 0.19,
0.180614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12128, training loss: 0.18,
0.255952
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12129, training loss: 0.26,
0.295023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12130, training loss: 0.30,
0.273507
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 12131, training loss: 0.27,
0.167855
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 12132, training loss: 0.17,
0.193935
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12133, training loss: 0.19,
0.285584
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12134, training loss: 0.29,
0.199769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 12135, training loss: 0.20,
0.249376
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 12136, training loss: 0.25,
0.24795
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 12137, training loss: 0.25,
0.236303
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 12138, training loss: 0.24,
0.157311
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12139, training loss: 0.16,
0.228611
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 12140, training loss: 0.23,
0.177747
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 12141, training loss: 0.18,
0.200462
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12142, training loss: 0.20,
0.181811
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12143, training loss: 0.18,
0.206222
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12144, training loss: 0.21,
0.257548
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12145, training loss: 0.26,
0.185285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 12146, training loss: 0.19,
0.213329
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 12147, training loss: 0.21,
0.32591
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12148, training loss: 0.33,
0.2451
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 12149, training loss: 0.25,
0.219009
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12150, training loss: 0.22,
0.274479
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 12151, training loss: 0.27,
0.177491
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12152, training loss: 0.18,
0.190172
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 12153, training loss: 0.19,
0.1752
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12154, training loss: 0.18,
0.224648
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 12155, training loss: 0.22,
0.331357
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12156, training loss: 0.33,
0.277328
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 12157, training loss: 0.28,
0.21137
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 12158, training loss: 0.21,
0.254505
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12159, training loss: 0.25,
0.343352
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 12160, training loss: 0.34,
0.275893
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12161, training loss: 0.28,
0.186305
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 12162, training loss: 0.19,
0.175234
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12163, training loss: 0.18,
0.236485
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12164, training loss: 0.24,
0.212545
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12165, training loss: 0.21,
0.269436
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12166, training loss: 0.27,
0.211123
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 12167, training loss: 0.21,
0.250555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12168, training loss: 0.25,
0.220859
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 12169, training loss: 0.22,
0.214836
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12170, training loss: 0.21,
0.18832
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12171, training loss: 0.19,
0.172506
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12172, training loss: 0.17,
0.229935
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12173, training loss: 0.23,
0.223218
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 12174, training loss: 0.22,
0.204064
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 12175, training loss: 0.20,
0.217325
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 12176, training loss: 0.22,
0.167181
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 12177, training loss: 0.17,
0.224398
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 12178, training loss: 0.22,
0.315568
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 12179, training loss: 0.32,
0.178719
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12180, training loss: 0.18,
0.220511
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 12181, training loss: 0.22,
0.176486
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12182, training loss: 0.18,
0.158331
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 12183, training loss: 0.16,
0.169977
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12184, training loss: 0.17,
0.220121
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 12185, training loss: 0.22,
0.188293
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 12186, training loss: 0.19,
0.181448
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12187, training loss: 0.18,
0.25087
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12188, training loss: 0.25,
0.232663
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 12189, training loss: 0.23,
0.21977
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12190, training loss: 0.22,
0.189651
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 12191, training loss: 0.19,
0.179785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 12192, training loss: 0.18,
0.182279
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12193, training loss: 0.18,
0.171618
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 12194, training loss: 0.17,
0.226966
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 12195, training loss: 0.23,
0.232222
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12196, training loss: 0.23,
0.209704
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 12197, training loss: 0.21,
0.161567
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 12198, training loss: 0.16,
0.159667
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12199, training loss: 0.16,
0.226722
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12200, training loss: 0.23,
0.176732
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 12201, training loss: 0.18,
0.195736
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 12202, training loss: 0.20,
0.198063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12203, training loss: 0.20,
0.193277
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12204, training loss: 0.19,
0.228669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 12205, training loss: 0.23,
0.181382
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12206, training loss: 0.18,
0.180412
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12207, training loss: 0.18,
0.170221
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12208, training loss: 0.17,
0.170747
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 12209, training loss: 0.17,
0.193709
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 12210, training loss: 0.19,
0.42165
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 12211, training loss: 0.42,
0.167069
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12212, training loss: 0.17,
0.215935
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 12213, training loss: 0.22,
0.166805
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12214, training loss: 0.17,
0.168212
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 12215, training loss: 0.17,
0.238411
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12216, training loss: 0.24,
0.176658
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12217, training loss: 0.18,
0.260303
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12218, training loss: 0.26,
0.247746
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 12219, training loss: 0.25,
0.175384
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12220, training loss: 0.18,
0.189591
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12221, training loss: 0.19,
0.305725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 12222, training loss: 0.31,
0.216382
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 12223, training loss: 0.22,
0.263565
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12224, training loss: 0.26,
0.21253
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 12225, training loss: 0.21,
0.197718
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 12226, training loss: 0.20,
0.187721
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12227, training loss: 0.19,
0.164075
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 12228, training loss: 0.16,
0.249006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 12229, training loss: 0.25,
0.227264
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12230, training loss: 0.23,
0.365298
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 12231, training loss: 0.37,
0.17898
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 12232, training loss: 0.18,
0.195248
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 12233, training loss: 0.20,
0.209973
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12234, training loss: 0.21,
0.161062
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 12235, training loss: 0.16,
0.280291
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 12236, training loss: 0.28,
0.186621
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 12237, training loss: 0.19,
0.257384
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 12238, training loss: 0.26,
0.344118
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 12239, training loss: 0.34,
0.295998
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12240, training loss: 0.30,
0.23909
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 12241, training loss: 0.24,
0.19089
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 12242, training loss: 0.19,
0.193382
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12243, training loss: 0.19,
0.216998
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 12244, training loss: 0.22,
0.215874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 12245, training loss: 0.22,
0.190214
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 12246, training loss: 0.19,
0.18327
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12247, training loss: 0.18,
0.240636
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12248, training loss: 0.24,
0.35244
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 12249, training loss: 0.35,
0.165994
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12250, training loss: 0.17,
0.165476
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12251, training loss: 0.17,
0.245741
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 12252, training loss: 0.25,
0.269784
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 12253, training loss: 0.27,
0.396978
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12254, training loss: 0.40,
0.18092
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 12255, training loss: 0.18,
0.196232
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 12256, training loss: 0.20,
0.260219
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12257, training loss: 0.26,
0.282989
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 12258, training loss: 0.28,
0.207749
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12259, training loss: 0.21,
0.250003
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12260, training loss: 0.25,
0.273142
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12261, training loss: 0.27,
0.195916
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12262, training loss: 0.20,
0.249044
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12263, training loss: 0.25,
0.229546
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12264, training loss: 0.23,
0.194183
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12265, training loss: 0.19,
0.195223
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12266, training loss: 0.20,
0.201166
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12267, training loss: 0.20,
0.173784
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 12268, training loss: 0.17,
0.164267
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 12269, training loss: 0.16,
0.157277
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12270, training loss: 0.16,
0.22874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12271, training loss: 0.23,
0.170984
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 12272, training loss: 0.17,
0.233438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12273, training loss: 0.23,
0.223589
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12274, training loss: 0.22,
0.188329
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 12275, training loss: 0.19,
0.162201
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12276, training loss: 0.16,
0.410372
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12277, training loss: 0.41,
0.153315
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12278, training loss: 0.15,
0.338907
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12279, training loss: 0.34,
0.213069
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12280, training loss: 0.21,
0.202602
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12281, training loss: 0.20,
0.166674
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12282, training loss: 0.17,
0.151802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 12283, training loss: 0.15,
0.173911
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12284, training loss: 0.17,
0.193215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12285, training loss: 0.19,
0.194506
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 12286, training loss: 0.19,
0.204549
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12287, training loss: 0.20,
0.205056
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 12288, training loss: 0.21,
0.261452
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12289, training loss: 0.26,
0.259858
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12290, training loss: 0.26,
0.259111
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 12291, training loss: 0.26,
0.165499
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12292, training loss: 0.17,
0.164376
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 12293, training loss: 0.16,
0.186936
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 12294, training loss: 0.19,
0.158624
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 12295, training loss: 0.16,
0.170535
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 12296, training loss: 0.17,
0.19118
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12297, training loss: 0.19,
0.156666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12298, training loss: 0.16,
0.302201
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 12299, training loss: 0.30,
0.179583
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 12300, training loss: 0.18,
0.240254
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12301, training loss: 0.24,
0.229611
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 12302, training loss: 0.23,
0.160622
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 12303, training loss: 0.16,
0.241849
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12304, training loss: 0.24,
0.319016
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12305, training loss: 0.32,
0.309691
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12306, training loss: 0.31,
0.217135
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 12307, training loss: 0.22,
0.211524
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12308, training loss: 0.21,
0.258229
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 12309, training loss: 0.26,
0.1995
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12310, training loss: 0.20,
0.175277
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12311, training loss: 0.18,
0.171612
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 12312, training loss: 0.17,
0.219894
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12313, training loss: 0.22,
0.185621
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12314, training loss: 0.19,
0.188265
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12315, training loss: 0.19,
0.339993
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12316, training loss: 0.34,
0.163341
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 12317, training loss: 0.16,
0.21505
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12318, training loss: 0.22,
0.300012
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 12319, training loss: 0.30,
0.150755
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 12320, training loss: 0.15,
0.25803
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12321, training loss: 0.26,
0.251871
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 12322, training loss: 0.25,
0.211622
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12323, training loss: 0.21,
0.240916
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 12324, training loss: 0.24,
0.175467
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12325, training loss: 0.18,
0.183074
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 12326, training loss: 0.18,
0.173051
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12327, training loss: 0.17,
0.282756
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12328, training loss: 0.28,
0.267206
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 12329, training loss: 0.27,
0.213367
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12330, training loss: 0.21,
0.229065
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 12331, training loss: 0.23,
0.292861
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 12332, training loss: 0.29,
0.27823
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 12333, training loss: 0.28,
0.214641
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12334, training loss: 0.21,
0.181941
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12335, training loss: 0.18,
0.162454
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12336, training loss: 0.16,
0.163791
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 12337, training loss: 0.16,
0.181585
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 12338, training loss: 0.18,
0.163377
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 12339, training loss: 0.16,
0.412817
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 12340, training loss: 0.41,
0.214802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12341, training loss: 0.21,
0.230129
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 12342, training loss: 0.23,
0.36721
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 12343, training loss: 0.37,
0.189991
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12344, training loss: 0.19,
0.201543
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12345, training loss: 0.20,
0.239854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12346, training loss: 0.24,
0.191601
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 12347, training loss: 0.19,
0.208622
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12348, training loss: 0.21,
0.202611
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 12349, training loss: 0.20,
0.385949
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 12350, training loss: 0.39,
0.163962
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12351, training loss: 0.16,
0.217273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12352, training loss: 0.22,
0.191113
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12353, training loss: 0.19,
0.188739
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12354, training loss: 0.19,
0.269129
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12355, training loss: 0.27,
0.289991
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 12356, training loss: 0.29,
0.18503
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12357, training loss: 0.19,
0.215913
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12358, training loss: 0.22,
0.208958
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12359, training loss: 0.21,
0.438849
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12360, training loss: 0.44,
0.22018
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12361, training loss: 0.22,
0.157964
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 12362, training loss: 0.16,
0.217069
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12363, training loss: 0.22,
0.438915
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 12364, training loss: 0.44,
0.177913
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 12365, training loss: 0.18,
0.198563
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12366, training loss: 0.20,
0.267002
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 12367, training loss: 0.27,
0.251179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12368, training loss: 0.25,
0.215507
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 12369, training loss: 0.22,
0.17492
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12370, training loss: 0.17,
0.20346
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12371, training loss: 0.20,
0.174594
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12372, training loss: 0.17,
0.261703
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 12373, training loss: 0.26,
0.177482
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12374, training loss: 0.18,
0.163843
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 12375, training loss: 0.16,
0.214724
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12376, training loss: 0.21,
0.182058
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 12377, training loss: 0.18,
0.265801
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12378, training loss: 0.27,
0.235558
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 12379, training loss: 0.24,
0.295205
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12380, training loss: 0.30,
0.221734
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 12381, training loss: 0.22,
0.262215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12382, training loss: 0.26,
0.187102
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12383, training loss: 0.19,
0.168533
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 12384, training loss: 0.17,
0.185897
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12385, training loss: 0.19,
0.229564
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12386, training loss: 0.23,
0.163295
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 12387, training loss: 0.16,
0.176769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12388, training loss: 0.18,
0.306291
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 12389, training loss: 0.31,
0.166638
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 12390, training loss: 0.17,
0.242484
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12391, training loss: 0.24,
0.244852
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12392, training loss: 0.24,
0.166556
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 12393, training loss: 0.17,
0.201347
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 12394, training loss: 0.20,
0.298168
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12395, training loss: 0.30,
0.21953
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12396, training loss: 0.22,
0.278202
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12397, training loss: 0.28,
0.15209
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 12398, training loss: 0.15,
0.17978
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 12399, training loss: 0.18,
0.162172
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 12400, training loss: 0.16,
0.334928
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 12401, training loss: 0.33,
0.207403
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 12402, training loss: 0.21,
0.311748
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 12403, training loss: 0.31,
0.226102
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12404, training loss: 0.23,
0.176557
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12405, training loss: 0.18,
0.180927
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 12406, training loss: 0.18,
0.330086
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12407, training loss: 0.33,
0.302665
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12408, training loss: 0.30,
0.27422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 12409, training loss: 0.27,
0.176167
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12410, training loss: 0.18,
0.225283
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12411, training loss: 0.23,
0.210301
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 12412, training loss: 0.21,
0.213854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 12413, training loss: 0.21,
0.170098
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12414, training loss: 0.17,
0.18865
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12415, training loss: 0.19,
0.167298
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12416, training loss: 0.17,
0.220049
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12417, training loss: 0.22,
0.212099
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 12418, training loss: 0.21,
0.187182
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12419, training loss: 0.19,
0.31145
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 12420, training loss: 0.31,
0.267575
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 12421, training loss: 0.27,
0.201998
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 12422, training loss: 0.20,
0.31387
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 12423, training loss: 0.31,
0.173301
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12424, training loss: 0.17,
0.260193
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12425, training loss: 0.26,
0.157133
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12426, training loss: 0.16,
0.252211
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12427, training loss: 0.25,
0.209444
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12428, training loss: 0.21,
0.208696
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12429, training loss: 0.21,
0.25072
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12430, training loss: 0.25,
0.187693
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12431, training loss: 0.19,
0.187848
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12432, training loss: 0.19,
0.283617
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 12433, training loss: 0.28,
0.272902
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 12434, training loss: 0.27,
0.227421
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 12435, training loss: 0.23,
0.180135
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 12436, training loss: 0.18,
0.232782
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 12437, training loss: 0.23,
0.184098
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 12438, training loss: 0.18,
0.224437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 12439, training loss: 0.22,
0.313605
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 12440, training loss: 0.31,
0.194974
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12441, training loss: 0.19,
0.209285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 12442, training loss: 0.21,
0.209027
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 12443, training loss: 0.21,
0.205155
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12444, training loss: 0.21,
0.281459
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 12445, training loss: 0.28,
0.239184
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12446, training loss: 0.24,
0.171653
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 12447, training loss: 0.17,
0.156046
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12448, training loss: 0.16,
0.22271
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12449, training loss: 0.22,
0.166909
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 12450, training loss: 0.17,
0.193946
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12451, training loss: 0.19,
0.172991
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 12452, training loss: 0.17,
0.184962
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12453, training loss: 0.18,
0.265321
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 12454, training loss: 0.27,
0.192831
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 12455, training loss: 0.19,
0.186151
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12456, training loss: 0.19,
0.183239
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12457, training loss: 0.18,
0.351966
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 12458, training loss: 0.35,
0.197862
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12459, training loss: 0.20,
0.186141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 12460, training loss: 0.19,
0.265821
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12461, training loss: 0.27,
0.172356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12462, training loss: 0.17,
0.176785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12463, training loss: 0.18,
0.232989
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 12464, training loss: 0.23,
0.157697
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 12465, training loss: 0.16,
0.193333
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 12466, training loss: 0.19,
0.421708
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 12467, training loss: 0.42,
0.151613
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12468, training loss: 0.15,
0.178537
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 12469, training loss: 0.18,
0.186134
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12470, training loss: 0.19,
0.177021
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 12471, training loss: 0.18,
0.217537
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 12472, training loss: 0.22,
0.212833
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12473, training loss: 0.21,
0.248394
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12474, training loss: 0.25,
0.468813
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12475, training loss: 0.47,
0.148671
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 12476, training loss: 0.15,
0.168436
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 12477, training loss: 0.17,
0.220654
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 12478, training loss: 0.22,
0.276655
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 12479, training loss: 0.28,
0.15531
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.6% 20 way one-shot learning accuracy
iteration 12480, training loss: 0.16,
0.185512
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12481, training loss: 0.19,
0.192373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12482, training loss: 0.19,
0.237488
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 12483, training loss: 0.24,
0.193333
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 12484, training loss: 0.19,
0.159446
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 12485, training loss: 0.16,
0.186175
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 12486, training loss: 0.19,
0.213496
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12487, training loss: 0.21,
0.254132
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 12488, training loss: 0.25,
0.195153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 12489, training loss: 0.20,
0.173029
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 12490, training loss: 0.17,
0.175714
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12491, training loss: 0.18,
0.205875
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 12492, training loss: 0.21,
0.292858
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 12493, training loss: 0.29,
0.182637
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12494, training loss: 0.18,
0.271363
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 12495, training loss: 0.27,
0.145024
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 12496, training loss: 0.15,
0.275115
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 12497, training loss: 0.28,
0.187951
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12498, training loss: 0.19,
0.205477
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12499, training loss: 0.21,
0.162299
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 12500, training loss: 0.16,
0.237709
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 12501, training loss: 0.24,
0.160733
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12502, training loss: 0.16,
0.230431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12503, training loss: 0.23,
0.163364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12504, training loss: 0.16,
0.230823
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12505, training loss: 0.23,
0.173625
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12506, training loss: 0.17,
0.240267
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 12507, training loss: 0.24,
0.174376
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12508, training loss: 0.17,
0.241851
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12509, training loss: 0.24,
0.202914
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 12510, training loss: 0.20,
0.256873
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 12511, training loss: 0.26,
0.235107
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 12512, training loss: 0.24,
0.166085
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 12513, training loss: 0.17,
0.160609
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 12514, training loss: 0.16,
0.20158
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12515, training loss: 0.20,
0.202183
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12516, training loss: 0.20,
0.24462
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12517, training loss: 0.24,
0.14637
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 12518, training loss: 0.15,
0.276228
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 12519, training loss: 0.28,
0.217168
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 12520, training loss: 0.22,
0.216601
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12521, training loss: 0.22,
0.213871
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 12522, training loss: 0.21,
0.159846
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12523, training loss: 0.16,
0.221898
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12524, training loss: 0.22,
0.17828
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12525, training loss: 0.18,
0.372802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 12526, training loss: 0.37,
0.261971
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 12527, training loss: 0.26,
0.183894
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 12528, training loss: 0.18,
0.175763
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.8% 20 way one-shot learning accuracy
iteration 12529, training loss: 0.18,
0.176942
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 12530, training loss: 0.18,
0.159622
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12531, training loss: 0.16,
0.218598
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 12532, training loss: 0.22,
0.260106
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 12533, training loss: 0.26,
0.202589
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 12534, training loss: 0.20,
0.245435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12535, training loss: 0.25,
0.199522
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12536, training loss: 0.20,
0.179715
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 12537, training loss: 0.18,
0.164623
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.4% 20 way one-shot learning accuracy
iteration 12538, training loss: 0.16,
0.217125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 12539, training loss: 0.22,
0.240314
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12540, training loss: 0.24,
0.262042
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12541, training loss: 0.26,
0.151118
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12542, training loss: 0.15,
0.231171
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 12543, training loss: 0.23,
0.211006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12544, training loss: 0.21,
0.230008
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12545, training loss: 0.23,
0.150541
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12546, training loss: 0.15,
0.169329
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12547, training loss: 0.17,
0.197174
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12548, training loss: 0.20,
0.208022
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 12549, training loss: 0.21,
0.176498
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 12550, training loss: 0.18,
0.21869
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 12551, training loss: 0.22,
0.25288
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 12552, training loss: 0.25,
0.165319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12553, training loss: 0.17,
0.150792
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12554, training loss: 0.15,
0.175226
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12555, training loss: 0.18,
0.175164
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 12556, training loss: 0.18,
0.178425
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 12557, training loss: 0.18,
0.192203
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 12558, training loss: 0.19,
0.25479
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12559, training loss: 0.25,
0.151244
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12560, training loss: 0.15,
0.179916
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 12561, training loss: 0.18,
0.169191
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12562, training loss: 0.17,
0.180363
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12563, training loss: 0.18,
0.185707
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 12564, training loss: 0.19,
0.170076
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12565, training loss: 0.17,
0.179313
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12566, training loss: 0.18,
0.195119
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 12567, training loss: 0.20,
0.182541
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 12568, training loss: 0.18,
0.21517
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12569, training loss: 0.22,
0.178563
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12570, training loss: 0.18,
0.301981
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 12571, training loss: 0.30,
0.165361
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12572, training loss: 0.17,
0.152554
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 12573, training loss: 0.15,
0.404923
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12574, training loss: 0.40,
0.222715
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 12575, training loss: 0.22,
0.195836
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 12576, training loss: 0.20,
0.302052
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12577, training loss: 0.30,
0.160725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12578, training loss: 0.16,
0.153717
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12579, training loss: 0.15,
0.199105
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 12580, training loss: 0.20,
0.188983
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12581, training loss: 0.19,
0.273049
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 12582, training loss: 0.27,
0.209041
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 12583, training loss: 0.21,
0.206115
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12584, training loss: 0.21,
0.18647
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 12585, training loss: 0.19,
0.21354
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 12586, training loss: 0.21,
0.201083
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12587, training loss: 0.20,
0.236259
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 12588, training loss: 0.24,
0.223313
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12589, training loss: 0.22,
0.22446
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12590, training loss: 0.22,
0.171444
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12591, training loss: 0.17,
0.321604
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12592, training loss: 0.32,
0.26623
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12593, training loss: 0.27,
0.162846
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12594, training loss: 0.16,
0.190164
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12595, training loss: 0.19,
0.152924
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12596, training loss: 0.15,
0.196214
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12597, training loss: 0.20,
0.144515
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12598, training loss: 0.14,
0.181334
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12599, training loss: 0.18,
0.205102
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12600, training loss: 0.21,
0.181044
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12601, training loss: 0.18,
0.162133
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12602, training loss: 0.16,
0.160046
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 12603, training loss: 0.16,
0.289578
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12604, training loss: 0.29,
0.20752
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 12605, training loss: 0.21,
0.183683
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12606, training loss: 0.18,
0.172842
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12607, training loss: 0.17,
0.154164
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12608, training loss: 0.15,
0.371401
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 12609, training loss: 0.37,
0.20038
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12610, training loss: 0.20,
0.177336
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12611, training loss: 0.18,
0.162674
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 12612, training loss: 0.16,
0.167697
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 12613, training loss: 0.17,
0.202353
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12614, training loss: 0.20,
0.173407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12615, training loss: 0.17,
0.194509
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 12616, training loss: 0.19,
0.146244
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 12617, training loss: 0.15,
0.240092
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 12618, training loss: 0.24,
0.285693
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 12619, training loss: 0.29,
0.217679
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 12620, training loss: 0.22,
0.164228
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 12621, training loss: 0.16,
0.186016
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12622, training loss: 0.19,
0.186613
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12623, training loss: 0.19,
0.158875
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12624, training loss: 0.16,
0.328625
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12625, training loss: 0.33,
0.139377
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 12626, training loss: 0.14,
0.234022
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12627, training loss: 0.23,
0.169281
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12628, training loss: 0.17,
0.211659
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 12629, training loss: 0.21,
0.262332
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12630, training loss: 0.26,
0.151028
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 12631, training loss: 0.15,
0.166992
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12632, training loss: 0.17,
0.193405
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12633, training loss: 0.19,
0.197169
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 12634, training loss: 0.20,
0.362138
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12635, training loss: 0.36,
0.179678
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12636, training loss: 0.18,
0.201906
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 12637, training loss: 0.20,
0.182316
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12638, training loss: 0.18,
0.212662
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 12639, training loss: 0.21,
0.181457
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12640, training loss: 0.18,
0.183889
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12641, training loss: 0.18,
0.259675
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 12642, training loss: 0.26,
0.239341
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12643, training loss: 0.24,
0.182119
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12644, training loss: 0.18,
0.198607
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 12645, training loss: 0.20,
0.155329
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12646, training loss: 0.16,
0.165704
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12647, training loss: 0.17,
0.193
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12648, training loss: 0.19,
0.162625
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12649, training loss: 0.16,
0.159716
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12650, training loss: 0.16,
0.177205
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 12651, training loss: 0.18,
0.236623
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 12652, training loss: 0.24,
0.199213
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 12653, training loss: 0.20,
0.172355
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 12654, training loss: 0.17,
0.165677
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 12655, training loss: 0.17,
0.149384
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 12656, training loss: 0.15,
0.192954
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 12657, training loss: 0.19,
0.205167
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12658, training loss: 0.21,
0.232522
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12659, training loss: 0.23,
0.207967
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12660, training loss: 0.21,
0.279772
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 12661, training loss: 0.28,
0.314961
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 12662, training loss: 0.31,
0.190859
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 12663, training loss: 0.19,
0.193968
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 12664, training loss: 0.19,
0.375572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12665, training loss: 0.38,
0.243962
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12666, training loss: 0.24,
0.194643
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12667, training loss: 0.19,
0.2319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12668, training loss: 0.23,
0.157424
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 12669, training loss: 0.16,
0.16571
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12670, training loss: 0.17,
0.192263
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 12671, training loss: 0.19,
0.19067
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 12672, training loss: 0.19,
0.272319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 12673, training loss: 0.27,
0.264301
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12674, training loss: 0.26,
0.210074
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12675, training loss: 0.21,
0.165728
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 12676, training loss: 0.17,
0.173446
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 12677, training loss: 0.17,
0.161828
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12678, training loss: 0.16,
0.177236
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12679, training loss: 0.18,
0.175434
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 12680, training loss: 0.18,
0.187794
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12681, training loss: 0.19,
0.254246
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 12682, training loss: 0.25,
0.315226
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12683, training loss: 0.32,
0.189788
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12684, training loss: 0.19,
0.285699
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12685, training loss: 0.29,
0.171348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12686, training loss: 0.17,
0.186148
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 12687, training loss: 0.19,
0.166499
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12688, training loss: 0.17,
0.145751
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12689, training loss: 0.15,
0.423306
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 12690, training loss: 0.42,
0.312993
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12691, training loss: 0.31,
0.153668
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 12692, training loss: 0.15,
0.281528
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 12693, training loss: 0.28,
0.18182
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12694, training loss: 0.18,
0.187528
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12695, training loss: 0.19,
0.243711
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12696, training loss: 0.24,
0.179255
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12697, training loss: 0.18,
0.208777
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 12698, training loss: 0.21,
0.173995
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12699, training loss: 0.17,
0.166314
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 12700, training loss: 0.17,
0.174407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 12701, training loss: 0.17,
0.204343
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12702, training loss: 0.20,
0.177506
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12703, training loss: 0.18,
0.155046
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 12704, training loss: 0.16,
0.218949
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12705, training loss: 0.22,
0.190005
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12706, training loss: 0.19,
0.271063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12707, training loss: 0.27,
0.376658
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 12708, training loss: 0.38,
0.280203
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 12709, training loss: 0.28,
0.241896
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12710, training loss: 0.24,
0.29076
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12711, training loss: 0.29,
0.209342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 12712, training loss: 0.21,
0.189569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 12713, training loss: 0.19,
0.146823
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12714, training loss: 0.15,
0.167172
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 12715, training loss: 0.17,
0.156916
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12716, training loss: 0.16,
0.171659
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12717, training loss: 0.17,
0.216956
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12718, training loss: 0.22,
0.298065
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12719, training loss: 0.30,
0.181683
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12720, training loss: 0.18,
0.164691
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12721, training loss: 0.16,
0.203404
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12722, training loss: 0.20,
0.197811
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12723, training loss: 0.20,
0.161491
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 12724, training loss: 0.16,
0.184016
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12725, training loss: 0.18,
0.179352
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12726, training loss: 0.18,
0.164035
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12727, training loss: 0.16,
0.333439
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 12728, training loss: 0.33,
0.199504
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12729, training loss: 0.20,
0.189942
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12730, training loss: 0.19,
0.176824
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 12731, training loss: 0.18,
0.188011
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 12732, training loss: 0.19,
0.376822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12733, training loss: 0.38,
0.247215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 12734, training loss: 0.25,
0.178968
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 12735, training loss: 0.18,
0.25748
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12736, training loss: 0.26,
0.255944
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 12737, training loss: 0.26,
0.164746
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12738, training loss: 0.16,
0.183152
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12739, training loss: 0.18,
0.157015
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12740, training loss: 0.16,
0.167561
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12741, training loss: 0.17,
0.187365
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12742, training loss: 0.19,
0.180126
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 12743, training loss: 0.18,
0.177135
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12744, training loss: 0.18,
0.216089
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 12745, training loss: 0.22,
0.156101
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 12746, training loss: 0.16,
0.215115
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 12747, training loss: 0.22,
0.158469
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12748, training loss: 0.16,
0.246761
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12749, training loss: 0.25,
0.222735
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12750, training loss: 0.22,
0.266912
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 12751, training loss: 0.27,
0.434621
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 12752, training loss: 0.43,
0.170462
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12753, training loss: 0.17,
0.384094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 12754, training loss: 0.38,
0.178882
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12755, training loss: 0.18,
0.163131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12756, training loss: 0.16,
0.228998
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12757, training loss: 0.23,
0.322675
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 12758, training loss: 0.32,
0.203238
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12759, training loss: 0.20,
0.216398
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 12760, training loss: 0.22,
0.18167
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12761, training loss: 0.18,
0.211095
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 12762, training loss: 0.21,
0.149423
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 12763, training loss: 0.15,
0.244987
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12764, training loss: 0.24,
0.246003
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12765, training loss: 0.25,
0.200296
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12766, training loss: 0.20,
0.252906
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 12767, training loss: 0.25,
0.195323
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12768, training loss: 0.20,
0.176569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 12769, training loss: 0.18,
0.204226
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 12770, training loss: 0.20,
0.174799
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12771, training loss: 0.17,
0.276538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 12772, training loss: 0.28,
0.191562
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 12773, training loss: 0.19,
0.153769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 12774, training loss: 0.15,
0.16882
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 12775, training loss: 0.17,
0.219828
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 66.8% 20 way one-shot learning accuracy
iteration 12776, training loss: 0.22,
0.227214
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 12777, training loss: 0.23,
0.245062
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 12778, training loss: 0.25,
0.198828
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12779, training loss: 0.20,
0.223249
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12780, training loss: 0.22,
0.152077
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 12781, training loss: 0.15,
0.276599
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 12782, training loss: 0.28,
0.273129
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 12783, training loss: 0.27,
0.390441
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 12784, training loss: 0.39,
0.192154
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 12785, training loss: 0.19,
0.160753
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 12786, training loss: 0.16,
0.154312
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12787, training loss: 0.15,
0.19212
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 12788, training loss: 0.19,
0.162174
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12789, training loss: 0.16,
0.215963
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12790, training loss: 0.22,
0.268064
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 12791, training loss: 0.27,
0.205496
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 12792, training loss: 0.21,
0.144298
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 12793, training loss: 0.14,
0.236507
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 12794, training loss: 0.24,
0.171382
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 12795, training loss: 0.17,
0.345244
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 12796, training loss: 0.35,
0.193053
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 12797, training loss: 0.19,
0.290484
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 12798, training loss: 0.29,
0.224252
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 12799, training loss: 0.22,
0.358651
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 12800, training loss: 0.36,
0.187717
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12801, training loss: 0.19,
0.150621
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12802, training loss: 0.15,
0.18632
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12803, training loss: 0.19,
0.19264
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12804, training loss: 0.19,
0.168836
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 12805, training loss: 0.17,
0.172065
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12806, training loss: 0.17,
0.162611
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12807, training loss: 0.16,
0.224299
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12808, training loss: 0.22,
0.155431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 12809, training loss: 0.16,
0.228239
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 12810, training loss: 0.23,
0.160024
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12811, training loss: 0.16,
0.208378
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12812, training loss: 0.21,
0.159503
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12813, training loss: 0.16,
0.159933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 12814, training loss: 0.16,
0.175934
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 12815, training loss: 0.18,
0.191906
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 12816, training loss: 0.19,
0.246514
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12817, training loss: 0.25,
0.192758
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12818, training loss: 0.19,
0.161312
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12819, training loss: 0.16,
0.153678
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 12820, training loss: 0.15,
0.234156
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 12821, training loss: 0.23,
0.197971
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 12822, training loss: 0.20,
0.182542
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 12823, training loss: 0.18,
0.343927
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12824, training loss: 0.34,
0.262686
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12825, training loss: 0.26,
0.292886
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12826, training loss: 0.29,
0.245183
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12827, training loss: 0.25,
0.205362
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 12828, training loss: 0.21,
0.156561
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 12829, training loss: 0.16,
0.295025
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12830, training loss: 0.30,
0.169297
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12831, training loss: 0.17,
0.341496
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12832, training loss: 0.34,
0.191776
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 12833, training loss: 0.19,
0.172981
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12834, training loss: 0.17,
0.258467
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12835, training loss: 0.26,
0.189026
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12836, training loss: 0.19,
0.213443
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12837, training loss: 0.21,
0.203555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12838, training loss: 0.20,
0.196021
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 12839, training loss: 0.20,
0.195988
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12840, training loss: 0.20,
0.211815
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 12841, training loss: 0.21,
0.255242
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 12842, training loss: 0.26,
0.301494
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12843, training loss: 0.30,
0.173617
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12844, training loss: 0.17,
0.18306
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12845, training loss: 0.18,
0.162562
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12846, training loss: 0.16,
0.462049
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12847, training loss: 0.46,
0.200301
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 12848, training loss: 0.20,
0.17921
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 12849, training loss: 0.18,
0.187886
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12850, training loss: 0.19,
0.15772
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12851, training loss: 0.16,
0.229068
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 12852, training loss: 0.23,
0.179322
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 12853, training loss: 0.18,
0.198359
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 12854, training loss: 0.20,
0.287672
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 12855, training loss: 0.29,
0.207553
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 12856, training loss: 0.21,
0.170565
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12857, training loss: 0.17,
0.15842
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12858, training loss: 0.16,
0.20225
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12859, training loss: 0.20,
0.228326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12860, training loss: 0.23,
0.15384
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12861, training loss: 0.15,
0.172542
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 12862, training loss: 0.17,
0.250435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 12863, training loss: 0.25,
0.204147
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12864, training loss: 0.20,
0.173941
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12865, training loss: 0.17,
0.162317
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12866, training loss: 0.16,
0.300219
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12867, training loss: 0.30,
0.400559
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 12868, training loss: 0.40,
0.190306
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 12869, training loss: 0.19,
0.153107
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12870, training loss: 0.15,
0.151922
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12871, training loss: 0.15,
0.174347
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 12872, training loss: 0.17,
0.161561
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12873, training loss: 0.16,
0.178866
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 12874, training loss: 0.18,
0.225378
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12875, training loss: 0.23,
0.204416
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 12876, training loss: 0.20,
0.291889
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 12877, training loss: 0.29,
0.245166
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12878, training loss: 0.25,
0.141859
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 12879, training loss: 0.14,
0.157519
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 12880, training loss: 0.16,
0.291322
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 12881, training loss: 0.29,
0.171757
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12882, training loss: 0.17,
0.234754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12883, training loss: 0.23,
0.161148
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12884, training loss: 0.16,
0.22111
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 12885, training loss: 0.22,
0.232401
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 12886, training loss: 0.23,
0.159334
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 12887, training loss: 0.16,
0.271363
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12888, training loss: 0.27,
0.176051
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12889, training loss: 0.18,
0.166644
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 12890, training loss: 0.17,
0.18107
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12891, training loss: 0.18,
0.162075
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 12892, training loss: 0.16,
0.17267
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 12893, training loss: 0.17,
0.188165
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12894, training loss: 0.19,
0.278863
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12895, training loss: 0.28,
0.165427
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12896, training loss: 0.17,
0.170607
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 12897, training loss: 0.17,
0.254988
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 12898, training loss: 0.25,
0.178626
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12899, training loss: 0.18,
0.190249
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12900, training loss: 0.19,
0.220515
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12901, training loss: 0.22,
0.221402
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 12902, training loss: 0.22,
0.218126
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 12903, training loss: 0.22,
0.173503
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 12904, training loss: 0.17,
0.181515
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12905, training loss: 0.18,
0.186751
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 12906, training loss: 0.19,
0.213932
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12907, training loss: 0.21,
0.161221
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 12908, training loss: 0.16,
0.147572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 12909, training loss: 0.15,
0.180496
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 12910, training loss: 0.18,
0.161756
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12911, training loss: 0.16,
0.23349
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12912, training loss: 0.23,
0.171004
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12913, training loss: 0.17,
0.173427
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 12914, training loss: 0.17,
0.17024
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12915, training loss: 0.17,
0.165105
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12916, training loss: 0.17,
0.223528
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12917, training loss: 0.22,
0.210298
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12918, training loss: 0.21,
0.17437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 12919, training loss: 0.17,
0.182561
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12920, training loss: 0.18,
0.431302
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 12921, training loss: 0.43,
0.204779
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 12922, training loss: 0.20,
0.205675
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 12923, training loss: 0.21,
0.177915
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 12924, training loss: 0.18,
0.16742
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12925, training loss: 0.17,
0.163194
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 12926, training loss: 0.16,
0.188744
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 12927, training loss: 0.19,
0.223246
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 12928, training loss: 0.22,
0.194969
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12929, training loss: 0.19,
0.222723
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12930, training loss: 0.22,
0.312185
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 12931, training loss: 0.31,
0.197263
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 12932, training loss: 0.20,
0.179853
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12933, training loss: 0.18,
0.208147
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 12934, training loss: 0.21,
0.184239
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12935, training loss: 0.18,
0.191066
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12936, training loss: 0.19,
0.217965
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 12937, training loss: 0.22,
0.194076
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12938, training loss: 0.19,
0.149573
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12939, training loss: 0.15,
0.191043
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12940, training loss: 0.19,
0.194466
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12941, training loss: 0.19,
0.172764
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12942, training loss: 0.17,
0.161002
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12943, training loss: 0.16,
0.220493
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 12944, training loss: 0.22,
0.180769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 12945, training loss: 0.18,
0.191965
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 12946, training loss: 0.19,
0.170441
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 12947, training loss: 0.17,
0.231159
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 12948, training loss: 0.23,
0.251624
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 12949, training loss: 0.25,
0.22199
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12950, training loss: 0.22,
0.22258
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12951, training loss: 0.22,
0.184368
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12952, training loss: 0.18,
0.142582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12953, training loss: 0.14,
0.193295
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12954, training loss: 0.19,
0.185267
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12955, training loss: 0.19,
0.207726
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12956, training loss: 0.21,
0.145136
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 12957, training loss: 0.15,
0.172895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 12958, training loss: 0.17,
0.200288
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12959, training loss: 0.20,
0.220595
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12960, training loss: 0.22,
0.176273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12961, training loss: 0.18,
0.344233
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12962, training loss: 0.34,
0.160357
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12963, training loss: 0.16,
0.167052
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 12964, training loss: 0.17,
0.298214
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 12965, training loss: 0.30,
0.289862
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12966, training loss: 0.29,
0.284158
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12967, training loss: 0.28,
0.21949
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 12968, training loss: 0.22,
0.170067
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 12969, training loss: 0.17,
0.167756
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 12970, training loss: 0.17,
0.172136
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 12971, training loss: 0.17,
0.218145
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 12972, training loss: 0.22,
0.186509
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12973, training loss: 0.19,
0.293218
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12974, training loss: 0.29,
0.175333
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 12975, training loss: 0.18,
0.188974
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 12976, training loss: 0.19,
0.238175
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 12977, training loss: 0.24,
0.312233
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 12978, training loss: 0.31,
0.187562
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 12979, training loss: 0.19,
0.280082
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 12980, training loss: 0.28,
0.157825
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 12981, training loss: 0.16,
0.173777
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 12982, training loss: 0.17,
0.156843
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 12983, training loss: 0.16,
0.307775
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12984, training loss: 0.31,
0.17645
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 12985, training loss: 0.18,
0.213318
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 12986, training loss: 0.21,
0.169127
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12987, training loss: 0.17,
0.198251
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 12988, training loss: 0.20,
0.250176
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12989, training loss: 0.25,
0.165396
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 12990, training loss: 0.17,
0.215052
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 12991, training loss: 0.22,
0.146738
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 12992, training loss: 0.15,
0.214969
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 12993, training loss: 0.21,
0.205333
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 12994, training loss: 0.21,
0.21847
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 12995, training loss: 0.22,
0.174542
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 12996, training loss: 0.17,
0.471193
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 12997, training loss: 0.47,
0.224442
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 12998, training loss: 0.22,
0.290923
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 12999, training loss: 0.29,
0.191804
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13000, training loss: 0.19,
0.155464
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 13001, training loss: 0.16,
0.217453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13002, training loss: 0.22,
0.247695
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13003, training loss: 0.25,
0.186598
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13004, training loss: 0.19,
0.222546
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 13005, training loss: 0.22,
0.168858
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13006, training loss: 0.17,
0.228997
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13007, training loss: 0.23,
0.196502
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13008, training loss: 0.20,
0.217474
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13009, training loss: 0.22,
0.250787
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 13010, training loss: 0.25,
0.340217
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13011, training loss: 0.34,
0.369217
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13012, training loss: 0.37,
0.153071
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 13013, training loss: 0.15,
0.204114
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 13014, training loss: 0.20,
0.151873
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13015, training loss: 0.15,
0.163327
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13016, training loss: 0.16,
0.181139
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13017, training loss: 0.18,
0.229161
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13018, training loss: 0.23,
0.19143
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13019, training loss: 0.19,
0.168678
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13020, training loss: 0.17,
0.179753
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13021, training loss: 0.18,
0.172119
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13022, training loss: 0.17,
0.273614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13023, training loss: 0.27,
0.239601
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 13024, training loss: 0.24,
0.210156
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 13025, training loss: 0.21,
0.2139
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13026, training loss: 0.21,
0.169501
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13027, training loss: 0.17,
0.203189
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 13028, training loss: 0.20,
0.274356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13029, training loss: 0.27,
0.205695
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13030, training loss: 0.21,
0.164376
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 13031, training loss: 0.16,
0.346313
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13032, training loss: 0.35,
0.256911
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13033, training loss: 0.26,
0.147121
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13034, training loss: 0.15,
0.178188
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 13035, training loss: 0.18,
0.168296
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13036, training loss: 0.17,
0.301708
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 13037, training loss: 0.30,
0.148389
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13038, training loss: 0.15,
0.163042
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13039, training loss: 0.16,
0.238345
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13040, training loss: 0.24,
0.181892
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 13041, training loss: 0.18,
0.354277
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 13042, training loss: 0.35,
0.200503
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13043, training loss: 0.20,
0.157606
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13044, training loss: 0.16,
0.168994
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 13045, training loss: 0.17,
0.152577
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13046, training loss: 0.15,
0.1963
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13047, training loss: 0.20,
0.265996
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13048, training loss: 0.27,
0.169022
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13049, training loss: 0.17,
0.244194
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13050, training loss: 0.24,
0.227289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 13051, training loss: 0.23,
0.309014
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13052, training loss: 0.31,
0.2394
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 13053, training loss: 0.24,
0.158816
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13054, training loss: 0.16,
0.229183
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13055, training loss: 0.23,
0.20443
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13056, training loss: 0.20,
0.225307
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 13057, training loss: 0.23,
0.177495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 13058, training loss: 0.18,
0.177135
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 13059, training loss: 0.18,
0.168253
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13060, training loss: 0.17,
0.167741
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13061, training loss: 0.17,
0.18267
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 13062, training loss: 0.18,
0.165092
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13063, training loss: 0.17,
0.150863
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13064, training loss: 0.15,
0.175261
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13065, training loss: 0.18,
0.182812
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13066, training loss: 0.18,
0.163153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13067, training loss: 0.16,
0.202665
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 13068, training loss: 0.20,
0.210027
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13069, training loss: 0.21,
0.164794
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13070, training loss: 0.16,
0.174781
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13071, training loss: 0.17,
0.320746
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13072, training loss: 0.32,
0.19847
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13073, training loss: 0.20,
0.368928
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13074, training loss: 0.37,
0.183507
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13075, training loss: 0.18,
0.206595
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13076, training loss: 0.21,
0.155377
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13077, training loss: 0.16,
0.215553
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13078, training loss: 0.22,
0.16147
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 13079, training loss: 0.16,
0.164404
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13080, training loss: 0.16,
0.221626
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 13081, training loss: 0.22,
0.166861
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13082, training loss: 0.17,
0.190862
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13083, training loss: 0.19,
0.16164
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13084, training loss: 0.16,
0.269592
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13085, training loss: 0.27,
0.389655
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 13086, training loss: 0.39,
0.189764
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13087, training loss: 0.19,
0.205244
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 13088, training loss: 0.21,
0.193835
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13089, training loss: 0.19,
0.149976
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13090, training loss: 0.15,
0.196822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 13091, training loss: 0.20,
0.196541
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13092, training loss: 0.20,
0.215624
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13093, training loss: 0.22,
0.166467
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13094, training loss: 0.17,
0.17125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 13095, training loss: 0.17,
0.162206
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13096, training loss: 0.16,
0.193308
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 13097, training loss: 0.19,
0.170365
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13098, training loss: 0.17,
0.166112
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 13099, training loss: 0.17,
0.171631
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 13100, training loss: 0.17,
0.175101
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13101, training loss: 0.18,
0.188503
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13102, training loss: 0.19,
0.222328
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 13103, training loss: 0.22,
0.226999
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13104, training loss: 0.23,
0.19644
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13105, training loss: 0.20,
0.189312
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13106, training loss: 0.19,
0.195832
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13107, training loss: 0.20,
0.195362
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 13108, training loss: 0.20,
0.15869
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 13109, training loss: 0.16,
0.257018
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13110, training loss: 0.26,
0.342354
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13111, training loss: 0.34,
0.21627
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 13112, training loss: 0.22,
0.208342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13113, training loss: 0.21,
0.189628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13114, training loss: 0.19,
0.190997
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 13115, training loss: 0.19,
0.182955
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 13116, training loss: 0.18,
0.360039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 13117, training loss: 0.36,
0.151804
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 13118, training loss: 0.15,
0.154383
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 13119, training loss: 0.15,
0.216943
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13120, training loss: 0.22,
0.211504
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 13121, training loss: 0.21,
0.245936
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13122, training loss: 0.25,
0.202
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 13123, training loss: 0.20,
0.254685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 13124, training loss: 0.25,
0.270533
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 13125, training loss: 0.27,
0.339216
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13126, training loss: 0.34,
0.148387
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13127, training loss: 0.15,
0.249397
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13128, training loss: 0.25,
0.208806
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13129, training loss: 0.21,
0.155138
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13130, training loss: 0.16,
0.27334
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 13131, training loss: 0.27,
0.154884
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13132, training loss: 0.15,
0.155508
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13133, training loss: 0.16,
0.174669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 13134, training loss: 0.17,
0.197475
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13135, training loss: 0.20,
0.331034
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 13136, training loss: 0.33,
0.181567
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13137, training loss: 0.18,
0.169889
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13138, training loss: 0.17,
0.202752
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 13139, training loss: 0.20,
0.175453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13140, training loss: 0.18,
0.157436
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13141, training loss: 0.16,
0.189371
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 13142, training loss: 0.19,
0.283668
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13143, training loss: 0.28,
0.173186
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13144, training loss: 0.17,
0.163635
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 13145, training loss: 0.16,
0.409619
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 13146, training loss: 0.41,
0.303376
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13147, training loss: 0.30,
0.20736
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13148, training loss: 0.21,
0.227055
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13149, training loss: 0.23,
0.182941
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 13150, training loss: 0.18,
0.259517
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 13151, training loss: 0.26,
0.181089
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13152, training loss: 0.18,
0.207474
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 13153, training loss: 0.21,
0.213829
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 13154, training loss: 0.21,
0.286135
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 13155, training loss: 0.29,
0.163647
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 13156, training loss: 0.16,
0.164045
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 13157, training loss: 0.16,
0.253771
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13158, training loss: 0.25,
0.168621
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 13159, training loss: 0.17,
0.241117
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13160, training loss: 0.24,
0.217762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13161, training loss: 0.22,
0.236255
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13162, training loss: 0.24,
0.243895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 13163, training loss: 0.24,
0.17021
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 13164, training loss: 0.17,
0.19169
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13165, training loss: 0.19,
0.218337
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13166, training loss: 0.22,
0.165386
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13167, training loss: 0.17,
0.136459
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13168, training loss: 0.14,
0.28384
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 13169, training loss: 0.28,
0.281575
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13170, training loss: 0.28,
0.244245
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 13171, training loss: 0.24,
0.164691
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 13172, training loss: 0.16,
0.2284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 13173, training loss: 0.23,
0.239174
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13174, training loss: 0.24,
0.254418
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 13175, training loss: 0.25,
0.193557
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 13176, training loss: 0.19,
0.22802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13177, training loss: 0.23,
0.224284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13178, training loss: 0.22,
0.192741
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 13179, training loss: 0.19,
0.186015
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13180, training loss: 0.19,
0.209175
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13181, training loss: 0.21,
0.18749
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13182, training loss: 0.19,
0.20722
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13183, training loss: 0.21,
0.161575
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13184, training loss: 0.16,
0.184078
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13185, training loss: 0.18,
0.191991
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13186, training loss: 0.19,
0.173883
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 13187, training loss: 0.17,
0.173646
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13188, training loss: 0.17,
0.315147
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13189, training loss: 0.32,
0.246933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13190, training loss: 0.25,
0.287509
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 13191, training loss: 0.29,
0.266171
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 13192, training loss: 0.27,
0.18333
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13193, training loss: 0.18,
0.459117
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13194, training loss: 0.46,
0.159668
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13195, training loss: 0.16,
0.182552
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 13196, training loss: 0.18,
0.145946
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13197, training loss: 0.15,
0.316476
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 13198, training loss: 0.32,
0.193188
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 13199, training loss: 0.19,
0.299443
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13200, training loss: 0.30,
0.239005
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13201, training loss: 0.24,
0.28525
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13202, training loss: 0.29,
0.258311
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13203, training loss: 0.26,
0.175434
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 13204, training loss: 0.18,
0.349207
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13205, training loss: 0.35,
0.241729
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 13206, training loss: 0.24,
0.307156
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13207, training loss: 0.31,
0.250773
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 13208, training loss: 0.25,
0.249209
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 13209, training loss: 0.25,
0.198287
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13210, training loss: 0.20,
0.292719
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 13211, training loss: 0.29,
0.295504
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 13212, training loss: 0.30,
0.230015
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 13213, training loss: 0.23,
0.174313
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 13214, training loss: 0.17,
0.273205
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13215, training loss: 0.27,
0.214281
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13216, training loss: 0.21,
0.149553
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 13217, training loss: 0.15,
0.173364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13218, training loss: 0.17,
0.153379
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 13219, training loss: 0.15,
0.269918
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13220, training loss: 0.27,
0.285715
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 13221, training loss: 0.29,
0.216527
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13222, training loss: 0.22,
0.372158
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 13223, training loss: 0.37,
0.190642
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 13224, training loss: 0.19,
0.187958
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13225, training loss: 0.19,
0.179185
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 13226, training loss: 0.18,
0.179087
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 13227, training loss: 0.18,
0.170722
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13228, training loss: 0.17,
0.173858
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13229, training loss: 0.17,
0.220914
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 13230, training loss: 0.22,
0.178217
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13231, training loss: 0.18,
0.237004
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13232, training loss: 0.24,
0.188005
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 13233, training loss: 0.19,
0.182201
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13234, training loss: 0.18,
0.168207
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13235, training loss: 0.17,
0.186866
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 13236, training loss: 0.19,
0.148623
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13237, training loss: 0.15,
0.182015
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 13238, training loss: 0.18,
0.243293
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 13239, training loss: 0.24,
0.223869
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 13240, training loss: 0.22,
0.198126
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 13241, training loss: 0.20,
0.219163
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 13242, training loss: 0.22,
0.165075
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13243, training loss: 0.17,
0.317742
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 13244, training loss: 0.32,
0.193383
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 13245, training loss: 0.19,
0.222165
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13246, training loss: 0.22,
0.149196
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13247, training loss: 0.15,
0.214397
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13248, training loss: 0.21,
0.227544
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13249, training loss: 0.23,
0.166223
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13250, training loss: 0.17,
0.211959
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 13251, training loss: 0.21,
0.207511
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 13252, training loss: 0.21,
0.287134
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13253, training loss: 0.29,
0.255823
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 13254, training loss: 0.26,
0.271012
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13255, training loss: 0.27,
0.151474
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 13256, training loss: 0.15,
0.432558
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 13257, training loss: 0.43,
0.173562
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13258, training loss: 0.17,
0.200404
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13259, training loss: 0.20,
0.170379
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13260, training loss: 0.17,
0.161792
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13261, training loss: 0.16,
0.173265
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 13262, training loss: 0.17,
0.265195
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13263, training loss: 0.27,
0.29685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 13264, training loss: 0.30,
0.218826
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 13265, training loss: 0.22,
0.190018
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 13266, training loss: 0.19,
0.193597
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 13267, training loss: 0.19,
0.198643
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13268, training loss: 0.20,
0.206566
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13269, training loss: 0.21,
0.334437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 13270, training loss: 0.33,
0.18361
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 13271, training loss: 0.18,
0.250634
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13272, training loss: 0.25,
0.234964
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13273, training loss: 0.23,
0.209464
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13274, training loss: 0.21,
0.163237
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 13275, training loss: 0.16,
0.189409
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 13276, training loss: 0.19,
0.231759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 13277, training loss: 0.23,
0.214199
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 13278, training loss: 0.21,
0.181815
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13279, training loss: 0.18,
0.190765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 13280, training loss: 0.19,
0.242127
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 13281, training loss: 0.24,
0.169201
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 13282, training loss: 0.17,
0.177784
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13283, training loss: 0.18,
0.173992
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 13284, training loss: 0.17,
0.158192
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 13285, training loss: 0.16,
0.177508
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13286, training loss: 0.18,
0.178802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13287, training loss: 0.18,
0.192155
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13288, training loss: 0.19,
0.194032
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 13289, training loss: 0.19,
0.210897
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 13290, training loss: 0.21,
0.230543
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 13291, training loss: 0.23,
0.217356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13292, training loss: 0.22,
0.20048
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13293, training loss: 0.20,
0.268107
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 13294, training loss: 0.27,
0.188178
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13295, training loss: 0.19,
0.168077
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 13296, training loss: 0.17,
0.155824
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 13297, training loss: 0.16,
0.199587
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 13298, training loss: 0.20,
0.171757
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13299, training loss: 0.17,
0.23879
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13300, training loss: 0.24,
0.212912
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13301, training loss: 0.21,
0.236024
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13302, training loss: 0.24,
0.289933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13303, training loss: 0.29,
0.174918
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 13304, training loss: 0.17,
0.244011
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13305, training loss: 0.24,
0.388753
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13306, training loss: 0.39,
0.179721
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 13307, training loss: 0.18,
0.191359
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 13308, training loss: 0.19,
0.22016
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13309, training loss: 0.22,
0.170586
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13310, training loss: 0.17,
0.338825
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13311, training loss: 0.34,
0.170474
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13312, training loss: 0.17,
0.176234
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 13313, training loss: 0.18,
0.210137
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13314, training loss: 0.21,
0.168999
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13315, training loss: 0.17,
0.220777
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13316, training loss: 0.22,
0.168506
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13317, training loss: 0.17,
0.151845
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 13318, training loss: 0.15,
0.23191
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 13319, training loss: 0.23,
0.170749
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13320, training loss: 0.17,
0.274822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13321, training loss: 0.27,
0.169225
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 13322, training loss: 0.17,
0.158494
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13323, training loss: 0.16,
0.140902
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 13324, training loss: 0.14,
0.218177
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 13325, training loss: 0.22,
0.200096
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13326, training loss: 0.20,
0.167389
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13327, training loss: 0.17,
0.212714
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13328, training loss: 0.21,
0.2236
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13329, training loss: 0.22,
0.151238
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 13330, training loss: 0.15,
0.189128
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13331, training loss: 0.19,
0.197716
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13332, training loss: 0.20,
0.160894
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13333, training loss: 0.16,
0.231157
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 13334, training loss: 0.23,
0.18353
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13335, training loss: 0.18,
0.171246
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 13336, training loss: 0.17,
0.152808
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13337, training loss: 0.15,
0.20242
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13338, training loss: 0.20,
0.177339
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 13339, training loss: 0.18,
0.149971
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13340, training loss: 0.15,
0.265479
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13341, training loss: 0.27,
0.159084
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 13342, training loss: 0.16,
0.259089
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13343, training loss: 0.26,
0.165671
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13344, training loss: 0.17,
0.175985
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13345, training loss: 0.18,
0.244228
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13346, training loss: 0.24,
0.173319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 13347, training loss: 0.17,
0.245342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 13348, training loss: 0.25,
0.253373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 13349, training loss: 0.25,
0.285985
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 13350, training loss: 0.29,
0.246185
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 13351, training loss: 0.25,
0.196443
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13352, training loss: 0.20,
0.161353
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 13353, training loss: 0.16,
0.393144
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 13354, training loss: 0.39,
0.15755
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 13355, training loss: 0.16,
0.269275
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 13356, training loss: 0.27,
0.177377
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13357, training loss: 0.18,
0.172617
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13358, training loss: 0.17,
0.243045
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13359, training loss: 0.24,
0.388535
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 13360, training loss: 0.39,
0.185255
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13361, training loss: 0.19,
0.184252
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 13362, training loss: 0.18,
0.210298
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 13363, training loss: 0.21,
0.217058
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13364, training loss: 0.22,
0.26099
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13365, training loss: 0.26,
0.236312
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 13366, training loss: 0.24,
0.175421
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13367, training loss: 0.18,
0.224243
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13368, training loss: 0.22,
0.193512
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13369, training loss: 0.19,
0.244556
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13370, training loss: 0.24,
0.156835
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13371, training loss: 0.16,
0.157913
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 13372, training loss: 0.16,
0.200706
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13373, training loss: 0.20,
0.177431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13374, training loss: 0.18,
0.177636
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13375, training loss: 0.18,
0.254686
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 13376, training loss: 0.25,
0.169488
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13377, training loss: 0.17,
0.19749
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 13378, training loss: 0.20,
0.238072
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 13379, training loss: 0.24,
0.183444
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13380, training loss: 0.18,
0.177203
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 13381, training loss: 0.18,
0.178952
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13382, training loss: 0.18,
0.204541
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13383, training loss: 0.20,
0.192995
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13384, training loss: 0.19,
0.303334
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 13385, training loss: 0.30,
0.160136
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13386, training loss: 0.16,
0.158063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13387, training loss: 0.16,
0.223416
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13388, training loss: 0.22,
0.175369
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13389, training loss: 0.18,
0.163605
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13390, training loss: 0.16,
0.349917
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13391, training loss: 0.35,
0.198993
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13392, training loss: 0.20,
0.147894
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13393, training loss: 0.15,
0.158765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13394, training loss: 0.16,
0.159992
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 13395, training loss: 0.16,
0.162645
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13396, training loss: 0.16,
0.297873
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13397, training loss: 0.30,
0.278256
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 13398, training loss: 0.28,
0.277079
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13399, training loss: 0.28,
0.2108
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13400, training loss: 0.21,
0.175302
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 13401, training loss: 0.18,
0.177154
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 13402, training loss: 0.18,
0.42828
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13403, training loss: 0.43,
0.448956
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 13404, training loss: 0.45,
0.207725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 13405, training loss: 0.21,
0.320153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13406, training loss: 0.32,
0.294038
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 13407, training loss: 0.29,
0.177459
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 13408, training loss: 0.18,
0.246032
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13409, training loss: 0.25,
0.278753
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13410, training loss: 0.28,
0.178042
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 13411, training loss: 0.18,
0.203625
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13412, training loss: 0.20,
0.191366
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13413, training loss: 0.19,
0.175697
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13414, training loss: 0.18,
0.201437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 13415, training loss: 0.20,
0.153603
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13416, training loss: 0.15,
0.22256
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13417, training loss: 0.22,
0.222087
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13418, training loss: 0.22,
0.239798
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 13419, training loss: 0.24,
0.135985
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13420, training loss: 0.14,
0.185595
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13421, training loss: 0.19,
0.175148
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13422, training loss: 0.18,
0.193259
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 13423, training loss: 0.19,
0.157663
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13424, training loss: 0.16,
0.364301
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13425, training loss: 0.36,
0.159263
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13426, training loss: 0.16,
0.160683
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13427, training loss: 0.16,
0.234283
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 13428, training loss: 0.23,
0.166699
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 13429, training loss: 0.17,
0.176979
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13430, training loss: 0.18,
0.219469
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 13431, training loss: 0.22,
0.206843
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 13432, training loss: 0.21,
0.157476
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13433, training loss: 0.16,
0.164686
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 13434, training loss: 0.16,
0.186437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13435, training loss: 0.19,
0.177305
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13436, training loss: 0.18,
0.159919
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13437, training loss: 0.16,
0.16272
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13438, training loss: 0.16,
0.169662
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 13439, training loss: 0.17,
0.16249
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 13440, training loss: 0.16,
0.177632
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 13441, training loss: 0.18,
0.202733
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13442, training loss: 0.20,
0.19195
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 13443, training loss: 0.19,
0.229215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13444, training loss: 0.23,
0.186878
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13445, training loss: 0.19,
0.249881
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13446, training loss: 0.25,
0.185792
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13447, training loss: 0.19,
0.222928
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13448, training loss: 0.22,
0.242955
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 13449, training loss: 0.24,
0.208041
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13450, training loss: 0.21,
0.22364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 13451, training loss: 0.22,
0.190516
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13452, training loss: 0.19,
0.177984
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 13453, training loss: 0.18,
0.18483
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 13454, training loss: 0.18,
0.176768
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13455, training loss: 0.18,
0.228033
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 13456, training loss: 0.23,
0.169566
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13457, training loss: 0.17,
0.167184
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 13458, training loss: 0.17,
0.173008
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13459, training loss: 0.17,
0.229821
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 13460, training loss: 0.23,
0.170006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13461, training loss: 0.17,
0.185843
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13462, training loss: 0.19,
0.207544
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13463, training loss: 0.21,
0.197173
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13464, training loss: 0.20,
0.219869
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 13465, training loss: 0.22,
0.165692
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 13466, training loss: 0.17,
0.309477
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 13467, training loss: 0.31,
0.241102
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13468, training loss: 0.24,
0.237751
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13469, training loss: 0.24,
0.198269
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13470, training loss: 0.20,
0.299006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13471, training loss: 0.30,
0.193023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 13472, training loss: 0.19,
0.256414
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13473, training loss: 0.26,
0.211138
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 13474, training loss: 0.21,
0.155026
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13475, training loss: 0.16,
0.177631
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13476, training loss: 0.18,
0.166583
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 13477, training loss: 0.17,
0.200551
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13478, training loss: 0.20,
0.224856
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13479, training loss: 0.22,
0.196343
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 13480, training loss: 0.20,
0.202142
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13481, training loss: 0.20,
0.185681
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13482, training loss: 0.19,
0.20598
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 13483, training loss: 0.21,
0.321886
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 13484, training loss: 0.32,
0.228023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 13485, training loss: 0.23,
0.189952
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 13486, training loss: 0.19,
0.229265
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13487, training loss: 0.23,
0.18048
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13488, training loss: 0.18,
0.255022
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 13489, training loss: 0.26,
0.312505
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13490, training loss: 0.31,
0.23303
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 13491, training loss: 0.23,
0.156631
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13492, training loss: 0.16,
0.229899
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13493, training loss: 0.23,
0.186469
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 13494, training loss: 0.19,
0.314555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 13495, training loss: 0.31,
0.182351
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13496, training loss: 0.18,
0.209102
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 13497, training loss: 0.21,
0.449191
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 13498, training loss: 0.45,
0.192529
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13499, training loss: 0.19,
0.145612
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 13500, training loss: 0.15,
0.179011
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 13501, training loss: 0.18,
0.324332
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 13502, training loss: 0.32,
0.226652
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13503, training loss: 0.23,
0.227361
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13504, training loss: 0.23,
0.183837
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13505, training loss: 0.18,
0.182182
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13506, training loss: 0.18,
0.350476
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13507, training loss: 0.35,
0.251872
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13508, training loss: 0.25,
0.242844
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 13509, training loss: 0.24,
0.211121
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 13510, training loss: 0.21,
0.169196
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 13511, training loss: 0.17,
0.201101
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13512, training loss: 0.20,
0.217011
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 13513, training loss: 0.22,
0.198819
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13514, training loss: 0.20,
0.179395
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 13515, training loss: 0.18,
0.211944
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 13516, training loss: 0.21,
0.174948
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13517, training loss: 0.17,
0.217165
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13518, training loss: 0.22,
0.266926
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 13519, training loss: 0.27,
0.248206
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13520, training loss: 0.25,
0.283558
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13521, training loss: 0.28,
0.184494
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 13522, training loss: 0.18,
0.18592
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 13523, training loss: 0.19,
0.237033
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 13524, training loss: 0.24,
0.181936
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 13525, training loss: 0.18,
0.303627
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13526, training loss: 0.30,
0.244777
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 13527, training loss: 0.24,
0.168703
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 13528, training loss: 0.17,
0.255079
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 13529, training loss: 0.26,
0.179351
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 13530, training loss: 0.18,
0.180224
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13531, training loss: 0.18,
0.251332
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13532, training loss: 0.25,
0.176629
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 13533, training loss: 0.18,
0.233549
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13534, training loss: 0.23,
0.172747
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13535, training loss: 0.17,
0.172698
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13536, training loss: 0.17,
0.275554
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13537, training loss: 0.28,
0.165847
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13538, training loss: 0.17,
0.227283
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13539, training loss: 0.23,
0.190269
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13540, training loss: 0.19,
0.156024
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 13541, training loss: 0.16,
0.167802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 13542, training loss: 0.17,
0.231878
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13543, training loss: 0.23,
0.179851
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13544, training loss: 0.18,
0.320845
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 13545, training loss: 0.32,
0.183674
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 13546, training loss: 0.18,
0.32496
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13547, training loss: 0.32,
0.256928
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13548, training loss: 0.26,
0.160765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13549, training loss: 0.16,
0.216449
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13550, training loss: 0.22,
0.340509
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13551, training loss: 0.34,
0.206558
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13552, training loss: 0.21,
0.165633
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13553, training loss: 0.17,
0.251906
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13554, training loss: 0.25,
0.252757
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 13555, training loss: 0.25,
0.217163
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13556, training loss: 0.22,
0.181459
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 13557, training loss: 0.18,
0.354017
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13558, training loss: 0.35,
0.183774
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 13559, training loss: 0.18,
0.208641
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13560, training loss: 0.21,
0.231044
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13561, training loss: 0.23,
0.232981
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13562, training loss: 0.23,
0.153834
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13563, training loss: 0.15,
0.16531
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13564, training loss: 0.17,
0.152193
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13565, training loss: 0.15,
0.457511
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 13566, training loss: 0.46,
0.166902
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13567, training loss: 0.17,
0.236417
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 13568, training loss: 0.24,
0.192433
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13569, training loss: 0.19,
0.174433
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 13570, training loss: 0.17,
0.273211
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 13571, training loss: 0.27,
0.157997
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 13572, training loss: 0.16,
0.160718
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13573, training loss: 0.16,
0.19684
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 13574, training loss: 0.20,
0.2115
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 13575, training loss: 0.21,
0.219296
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13576, training loss: 0.22,
0.240898
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 13577, training loss: 0.24,
0.187263
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13578, training loss: 0.19,
0.178594
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 13579, training loss: 0.18,
0.281629
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13580, training loss: 0.28,
0.210429
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13581, training loss: 0.21,
0.181103
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13582, training loss: 0.18,
0.338527
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13583, training loss: 0.34,
0.152874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13584, training loss: 0.15,
0.235965
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13585, training loss: 0.24,
0.256909
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13586, training loss: 0.26,
0.174552
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 13587, training loss: 0.17,
0.405188
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13588, training loss: 0.41,
0.182176
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13589, training loss: 0.18,
0.203786
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13590, training loss: 0.20,
0.178251
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13591, training loss: 0.18,
0.172722
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 13592, training loss: 0.17,
0.2211
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 13593, training loss: 0.22,
0.217357
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13594, training loss: 0.22,
0.234342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 13595, training loss: 0.23,
0.176143
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 13596, training loss: 0.18,
0.198401
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 13597, training loss: 0.20,
0.181354
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 13598, training loss: 0.18,
0.291567
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 13599, training loss: 0.29,
0.311539
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13600, training loss: 0.31,
0.233874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 13601, training loss: 0.23,
0.163616
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13602, training loss: 0.16,
0.176239
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13603, training loss: 0.18,
0.165548
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13604, training loss: 0.17,
0.225657
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13605, training loss: 0.23,
0.188958
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13606, training loss: 0.19,
0.177973
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13607, training loss: 0.18,
0.164448
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13608, training loss: 0.16,
0.216324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13609, training loss: 0.22,
0.293326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13610, training loss: 0.29,
0.162666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13611, training loss: 0.16,
0.274182
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13612, training loss: 0.27,
0.230365
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13613, training loss: 0.23,
0.227244
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 13614, training loss: 0.23,
0.167586
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 13615, training loss: 0.17,
0.147308
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13616, training loss: 0.15,
0.325212
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 13617, training loss: 0.33,
0.207895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13618, training loss: 0.21,
0.306254
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 13619, training loss: 0.31,
0.160612
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 13620, training loss: 0.16,
0.18586
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13621, training loss: 0.19,
0.310209
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13622, training loss: 0.31,
0.204124
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13623, training loss: 0.20,
0.188988
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13624, training loss: 0.19,
0.246109
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 13625, training loss: 0.25,
0.262466
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13626, training loss: 0.26,
0.160687
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13627, training loss: 0.16,
0.160187
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 13628, training loss: 0.16,
0.18314
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 13629, training loss: 0.18,
0.178547
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13630, training loss: 0.18,
0.268147
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13631, training loss: 0.27,
0.1697
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13632, training loss: 0.17,
0.233046
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13633, training loss: 0.23,
0.260026
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13634, training loss: 0.26,
0.191861
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 13635, training loss: 0.19,
0.327586
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 13636, training loss: 0.33,
0.237269
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 13637, training loss: 0.24,
0.165413
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13638, training loss: 0.17,
0.162531
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 13639, training loss: 0.16,
0.156699
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13640, training loss: 0.16,
0.15616
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 13641, training loss: 0.16,
0.308188
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 13642, training loss: 0.31,
0.199911
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13643, training loss: 0.20,
0.191989
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 13644, training loss: 0.19,
0.201687
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13645, training loss: 0.20,
0.246314
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13646, training loss: 0.25,
0.172511
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13647, training loss: 0.17,
0.273347
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 13648, training loss: 0.27,
0.146534
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 13649, training loss: 0.15,
0.219537
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 13650, training loss: 0.22,
0.208451
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13651, training loss: 0.21,
0.176292
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13652, training loss: 0.18,
0.343205
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13653, training loss: 0.34,
0.234759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 13654, training loss: 0.23,
0.299463
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13655, training loss: 0.30,
0.163603
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13656, training loss: 0.16,
0.268469
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13657, training loss: 0.27,
0.270935
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 13658, training loss: 0.27,
0.172107
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13659, training loss: 0.17,
0.209366
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13660, training loss: 0.21,
0.144784
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13661, training loss: 0.14,
0.22414
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 13662, training loss: 0.22,
0.181733
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13663, training loss: 0.18,
0.1802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13664, training loss: 0.18,
0.206814
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13665, training loss: 0.21,
0.194338
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13666, training loss: 0.19,
0.20027
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13667, training loss: 0.20,
0.158186
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 13668, training loss: 0.16,
0.192435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 13669, training loss: 0.19,
0.200398
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13670, training loss: 0.20,
0.253692
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 13671, training loss: 0.25,
0.185465
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13672, training loss: 0.19,
0.152008
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13673, training loss: 0.15,
0.21046
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13674, training loss: 0.21,
0.205555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 13675, training loss: 0.21,
0.355627
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 13676, training loss: 0.36,
0.155899
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 13677, training loss: 0.16,
0.212059
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 13678, training loss: 0.21,
0.162939
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 13679, training loss: 0.16,
0.169415
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 13680, training loss: 0.17,
0.245609
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13681, training loss: 0.25,
0.204341
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13682, training loss: 0.20,
0.14955
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13683, training loss: 0.15,
0.40481
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 13684, training loss: 0.40,
0.282754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 13685, training loss: 0.28,
0.197204
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13686, training loss: 0.20,
0.211814
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 13687, training loss: 0.21,
0.21942
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 13688, training loss: 0.22,
0.177752
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 13689, training loss: 0.18,
0.192343
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13690, training loss: 0.19,
0.319894
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 13691, training loss: 0.32,
0.181234
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 13692, training loss: 0.18,
0.322748
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13693, training loss: 0.32,
0.266394
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13694, training loss: 0.27,
0.178947
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13695, training loss: 0.18,
0.164728
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13696, training loss: 0.16,
0.193323
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13697, training loss: 0.19,
0.216897
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13698, training loss: 0.22,
0.179546
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13699, training loss: 0.18,
0.18281
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13700, training loss: 0.18,
0.183435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13701, training loss: 0.18,
0.145799
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13702, training loss: 0.15,
0.198296
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13703, training loss: 0.20,
0.282646
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 13704, training loss: 0.28,
0.158241
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13705, training loss: 0.16,
0.309097
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13706, training loss: 0.31,
0.186804
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13707, training loss: 0.19,
0.324383
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 13708, training loss: 0.32,
0.240309
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13709, training loss: 0.24,
0.178237
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13710, training loss: 0.18,
0.22161
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 13711, training loss: 0.22,
0.201867
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 13712, training loss: 0.20,
0.195992
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 13713, training loss: 0.20,
0.239176
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13714, training loss: 0.24,
0.238375
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 13715, training loss: 0.24,
0.152745
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13716, training loss: 0.15,
0.214902
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13717, training loss: 0.21,
0.159789
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13718, training loss: 0.16,
0.236737
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 13719, training loss: 0.24,
0.172218
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13720, training loss: 0.17,
0.196149
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 13721, training loss: 0.20,
0.244971
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13722, training loss: 0.24,
0.380814
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 13723, training loss: 0.38,
0.235525
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13724, training loss: 0.24,
0.207134
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 13725, training loss: 0.21,
0.236729
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13726, training loss: 0.24,
0.318454
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 13727, training loss: 0.32,
0.285075
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13728, training loss: 0.29,
0.20236
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13729, training loss: 0.20,
0.220882
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 13730, training loss: 0.22,
0.37144
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13731, training loss: 0.37,
0.210083
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 13732, training loss: 0.21,
0.178645
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 13733, training loss: 0.18,
0.204574
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13734, training loss: 0.20,
0.221467
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 13735, training loss: 0.22,
0.268475
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 13736, training loss: 0.27,
0.203317
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13737, training loss: 0.20,
0.162009
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13738, training loss: 0.16,
0.216527
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13739, training loss: 0.22,
0.175882
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13740, training loss: 0.18,
0.179571
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13741, training loss: 0.18,
0.164653
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13742, training loss: 0.16,
0.171544
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 13743, training loss: 0.17,
0.21482
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13744, training loss: 0.21,
0.324889
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13745, training loss: 0.32,
0.162736
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 13746, training loss: 0.16,
0.191502
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13747, training loss: 0.19,
0.166734
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 13748, training loss: 0.17,
0.185593
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13749, training loss: 0.19,
0.195525
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 13750, training loss: 0.20,
0.199149
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13751, training loss: 0.20,
0.17452
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 13752, training loss: 0.17,
0.173391
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13753, training loss: 0.17,
0.165794
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13754, training loss: 0.17,
0.303057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13755, training loss: 0.30,
0.188188
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 13756, training loss: 0.19,
0.176063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13757, training loss: 0.18,
0.175198
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13758, training loss: 0.18,
0.206909
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 13759, training loss: 0.21,
0.250834
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13760, training loss: 0.25,
0.200848
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 13761, training loss: 0.20,
0.242115
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 13762, training loss: 0.24,
0.184924
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13763, training loss: 0.18,
0.210853
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13764, training loss: 0.21,
0.166184
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 13765, training loss: 0.17,
0.211555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13766, training loss: 0.21,
0.194931
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13767, training loss: 0.19,
0.180788
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13768, training loss: 0.18,
0.263343
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 13769, training loss: 0.26,
0.207892
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13770, training loss: 0.21,
0.168692
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 13771, training loss: 0.17,
0.285555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 13772, training loss: 0.29,
0.238896
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13773, training loss: 0.24,
0.152811
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13774, training loss: 0.15,
0.214765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 13775, training loss: 0.21,
0.206137
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 13776, training loss: 0.21,
0.179618
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 13777, training loss: 0.18,
0.1516
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13778, training loss: 0.15,
0.246925
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13779, training loss: 0.25,
0.205167
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13780, training loss: 0.21,
0.173956
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13781, training loss: 0.17,
0.189128
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 13782, training loss: 0.19,
0.227841
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13783, training loss: 0.23,
0.160318
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13784, training loss: 0.16,
0.19103
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13785, training loss: 0.19,
0.189319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13786, training loss: 0.19,
0.162755
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13787, training loss: 0.16,
0.167108
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13788, training loss: 0.17,
0.164003
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13789, training loss: 0.16,
0.204033
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13790, training loss: 0.20,
0.201968
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13791, training loss: 0.20,
0.235404
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13792, training loss: 0.24,
0.174008
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 13793, training loss: 0.17,
0.160151
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 13794, training loss: 0.16,
0.156166
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13795, training loss: 0.16,
0.477102
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13796, training loss: 0.48,
0.181848
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 13797, training loss: 0.18,
0.287877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13798, training loss: 0.29,
0.206694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 13799, training loss: 0.21,
0.325178
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13800, training loss: 0.33,
0.187896
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13801, training loss: 0.19,
0.233589
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13802, training loss: 0.23,
0.226165
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 13803, training loss: 0.23,
0.32578
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13804, training loss: 0.33,
0.230929
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13805, training loss: 0.23,
0.22406
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13806, training loss: 0.22,
0.224644
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 13807, training loss: 0.22,
0.154932
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13808, training loss: 0.15,
0.214465
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 13809, training loss: 0.21,
0.171227
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 13810, training loss: 0.17,
0.211896
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 13811, training loss: 0.21,
0.198409
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 13812, training loss: 0.20,
0.219381
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13813, training loss: 0.22,
0.150514
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13814, training loss: 0.15,
0.212169
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 13815, training loss: 0.21,
0.169377
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 13816, training loss: 0.17,
0.192976
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 13817, training loss: 0.19,
0.182753
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13818, training loss: 0.18,
0.218342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13819, training loss: 0.22,
0.226874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13820, training loss: 0.23,
0.170442
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 13821, training loss: 0.17,
0.172525
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 13822, training loss: 0.17,
0.2546
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13823, training loss: 0.25,
0.195237
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 13824, training loss: 0.20,
0.298183
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 13825, training loss: 0.30,
0.209535
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13826, training loss: 0.21,
0.177213
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13827, training loss: 0.18,
0.326173
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 13828, training loss: 0.33,
0.179447
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 13829, training loss: 0.18,
0.220355
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 13830, training loss: 0.22,
0.179453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13831, training loss: 0.18,
0.352492
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 13832, training loss: 0.35,
0.161623
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 13833, training loss: 0.16,
0.215372
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 13834, training loss: 0.22,
0.17311
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13835, training loss: 0.17,
0.179443
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13836, training loss: 0.18,
0.236751
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13837, training loss: 0.24,
0.202125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13838, training loss: 0.20,
0.215003
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 13839, training loss: 0.22,
0.232562
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13840, training loss: 0.23,
0.195861
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13841, training loss: 0.20,
0.180193
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13842, training loss: 0.18,
0.183079
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13843, training loss: 0.18,
0.153209
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 13844, training loss: 0.15,
0.201407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13845, training loss: 0.20,
0.305253
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 13846, training loss: 0.31,
0.188035
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 13847, training loss: 0.19,
0.262992
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13848, training loss: 0.26,
0.233415
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 13849, training loss: 0.23,
0.249662
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 13850, training loss: 0.25,
0.285178
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13851, training loss: 0.29,
0.275828
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13852, training loss: 0.28,
0.183482
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 13853, training loss: 0.18,
0.170962
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13854, training loss: 0.17,
0.278314
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13855, training loss: 0.28,
0.193656
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 13856, training loss: 0.19,
0.206269
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13857, training loss: 0.21,
0.310648
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13858, training loss: 0.31,
0.167856
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 13859, training loss: 0.17,
0.319411
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 13860, training loss: 0.32,
0.422098
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13861, training loss: 0.42,
0.209761
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 13862, training loss: 0.21,
0.218229
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 13863, training loss: 0.22,
0.205103
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 13864, training loss: 0.21,
0.248777
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13865, training loss: 0.25,
0.164749
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13866, training loss: 0.16,
0.208244
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13867, training loss: 0.21,
0.169181
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13868, training loss: 0.17,
0.157873
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13869, training loss: 0.16,
0.184791
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13870, training loss: 0.18,
0.234282
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 13871, training loss: 0.23,
0.162862
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13872, training loss: 0.16,
0.280842
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 13873, training loss: 0.28,
0.177074
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 13874, training loss: 0.18,
0.176528
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 13875, training loss: 0.18,
0.305853
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 13876, training loss: 0.31,
0.213099
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13877, training loss: 0.21,
0.174658
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13878, training loss: 0.17,
0.182702
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 13879, training loss: 0.18,
0.15842
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 13880, training loss: 0.16,
0.327064
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 13881, training loss: 0.33,
0.184118
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 13882, training loss: 0.18,
0.25319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13883, training loss: 0.25,
0.214422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 13884, training loss: 0.21,
0.201942
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 13885, training loss: 0.20,
0.177265
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13886, training loss: 0.18,
0.164571
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 13887, training loss: 0.16,
0.14471
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 13888, training loss: 0.14,
0.32823
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13889, training loss: 0.33,
0.240783
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 13890, training loss: 0.24,
0.226024
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13891, training loss: 0.23,
0.169822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 13892, training loss: 0.17,
0.329334
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 13893, training loss: 0.33,
0.219342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 13894, training loss: 0.22,
0.235782
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13895, training loss: 0.24,
0.334601
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13896, training loss: 0.33,
0.216494
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 13897, training loss: 0.22,
0.17704
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13898, training loss: 0.18,
0.174927
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13899, training loss: 0.17,
0.167271
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13900, training loss: 0.17,
0.154342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13901, training loss: 0.15,
0.223757
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13902, training loss: 0.22,
0.178429
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13903, training loss: 0.18,
0.248761
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 13904, training loss: 0.25,
0.183831
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 13905, training loss: 0.18,
0.165197
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 13906, training loss: 0.17,
0.175454
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13907, training loss: 0.18,
0.162004
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13908, training loss: 0.16,
0.198624
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13909, training loss: 0.20,
0.17641
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13910, training loss: 0.18,
0.189944
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13911, training loss: 0.19,
0.266336
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 13912, training loss: 0.27,
0.210076
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 13913, training loss: 0.21,
0.226991
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 13914, training loss: 0.23,
0.322226
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13915, training loss: 0.32,
0.234155
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13916, training loss: 0.23,
0.168853
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 13917, training loss: 0.17,
0.197146
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13918, training loss: 0.20,
0.165264
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13919, training loss: 0.17,
0.304058
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13920, training loss: 0.30,
0.187394
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13921, training loss: 0.19,
0.223154
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13922, training loss: 0.22,
0.179289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13923, training loss: 0.18,
0.231737
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13924, training loss: 0.23,
0.322404
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13925, training loss: 0.32,
0.267711
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13926, training loss: 0.27,
0.270069
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13927, training loss: 0.27,
0.17551
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13928, training loss: 0.18,
0.191878
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 13929, training loss: 0.19,
0.278258
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 13930, training loss: 0.28,
0.209049
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13931, training loss: 0.21,
0.180724
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 13932, training loss: 0.18,
0.163623
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13933, training loss: 0.16,
0.341356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13934, training loss: 0.34,
0.244041
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 13935, training loss: 0.24,
0.202701
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 13936, training loss: 0.20,
0.17558
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13937, training loss: 0.18,
0.249547
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13938, training loss: 0.25,
0.208147
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 13939, training loss: 0.21,
0.198122
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13940, training loss: 0.20,
0.180637
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13941, training loss: 0.18,
0.205911
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 13942, training loss: 0.21,
0.181135
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13943, training loss: 0.18,
0.220302
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 13944, training loss: 0.22,
0.171593
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13945, training loss: 0.17,
0.182336
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13946, training loss: 0.18,
0.320899
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13947, training loss: 0.32,
0.15675
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 13948, training loss: 0.16,
0.188069
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 13949, training loss: 0.19,
0.178412
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 13950, training loss: 0.18,
0.173383
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 13951, training loss: 0.17,
0.156787
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 13952, training loss: 0.16,
0.17481
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13953, training loss: 0.17,
0.20891
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 13954, training loss: 0.21,
0.145868
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 13955, training loss: 0.15,
0.15896
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13956, training loss: 0.16,
0.166086
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 13957, training loss: 0.17,
0.181331
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 13958, training loss: 0.18,
0.396613
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13959, training loss: 0.40,
0.226612
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 13960, training loss: 0.23,
0.4002
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13961, training loss: 0.40,
0.199739
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 13962, training loss: 0.20,
0.21428
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13963, training loss: 0.21,
0.237908
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 13964, training loss: 0.24,
0.242939
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 13965, training loss: 0.24,
0.154022
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13966, training loss: 0.15,
0.246886
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 13967, training loss: 0.25,
0.161999
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13968, training loss: 0.16,
0.187794
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 13969, training loss: 0.19,
0.155446
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13970, training loss: 0.16,
0.174888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13971, training loss: 0.17,
0.150325
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13972, training loss: 0.15,
0.206148
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 13973, training loss: 0.21,
0.263404
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 13974, training loss: 0.26,
0.167614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13975, training loss: 0.17,
0.194768
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13976, training loss: 0.19,
0.190773
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13977, training loss: 0.19,
0.183628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13978, training loss: 0.18,
0.245437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13979, training loss: 0.25,
0.186801
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 13980, training loss: 0.19,
0.202734
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 13981, training loss: 0.20,
0.251996
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 13982, training loss: 0.25,
0.169379
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 13983, training loss: 0.17,
0.271125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13984, training loss: 0.27,
0.151019
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 13985, training loss: 0.15,
0.14881
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 13986, training loss: 0.15,
0.180395
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 13987, training loss: 0.18,
0.168199
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 13988, training loss: 0.17,
0.161396
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13989, training loss: 0.16,
0.178359
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 13990, training loss: 0.18,
0.251364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13991, training loss: 0.25,
0.264582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 13992, training loss: 0.26,
0.150859
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 13993, training loss: 0.15,
0.179093
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 13994, training loss: 0.18,
0.289579
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 13995, training loss: 0.29,
0.182718
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13996, training loss: 0.18,
0.187975
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 13997, training loss: 0.19,
0.165406
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 13998, training loss: 0.17,
0.224725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 13999, training loss: 0.22,
0.213121
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14000, training loss: 0.21,
0.188835
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 14001, training loss: 0.19,
0.254695
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14002, training loss: 0.25,
0.370083
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14003, training loss: 0.37,
0.305304
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 14004, training loss: 0.31,
0.179193
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 14005, training loss: 0.18,
0.389125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 14006, training loss: 0.39,
0.175397
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14007, training loss: 0.18,
0.194918
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14008, training loss: 0.19,
0.190976
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14009, training loss: 0.19,
0.348447
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 14010, training loss: 0.35,
0.225807
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 14011, training loss: 0.23,
0.188323
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14012, training loss: 0.19,
0.18569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14013, training loss: 0.19,
0.232657
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14014, training loss: 0.23,
0.160365
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14015, training loss: 0.16,
0.207871
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14016, training loss: 0.21,
0.230113
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 14017, training loss: 0.23,
0.178427
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14018, training loss: 0.18,
0.226799
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 14019, training loss: 0.23,
0.249648
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 14020, training loss: 0.25,
0.241384
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14021, training loss: 0.24,
0.165731
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 14022, training loss: 0.17,
0.397876
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 14023, training loss: 0.40,
0.161145
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14024, training loss: 0.16,
0.182187
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 14025, training loss: 0.18,
0.198814
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14026, training loss: 0.20,
0.156591
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14027, training loss: 0.16,
0.204133
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14028, training loss: 0.20,
0.30347
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 14029, training loss: 0.30,
0.152312
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 14030, training loss: 0.15,
0.199412
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14031, training loss: 0.20,
0.21212
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 14032, training loss: 0.21,
0.163786
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 14033, training loss: 0.16,
0.184589
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14034, training loss: 0.18,
0.298604
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14035, training loss: 0.30,
0.229696
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14036, training loss: 0.23,
0.218242
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 14037, training loss: 0.22,
0.16537
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 14038, training loss: 0.17,
0.280524
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14039, training loss: 0.28,
0.154512
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 14040, training loss: 0.15,
0.312867
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 14041, training loss: 0.31,
0.158279
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 14042, training loss: 0.16,
0.233692
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 14043, training loss: 0.23,
0.176078
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 14044, training loss: 0.18,
0.211178
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 14045, training loss: 0.21,
0.149895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 14046, training loss: 0.15,
0.416941
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14047, training loss: 0.42,
0.27221
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14048, training loss: 0.27,
0.183682
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 14049, training loss: 0.18,
0.170984
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 14050, training loss: 0.17,
0.207275
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14051, training loss: 0.21,
0.206438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 14052, training loss: 0.21,
0.260627
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14053, training loss: 0.26,
0.161999
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14054, training loss: 0.16,
0.163141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 14055, training loss: 0.16,
0.234113
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 14056, training loss: 0.23,
0.175629
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14057, training loss: 0.18,
0.192214
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 14058, training loss: 0.19,
0.180273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14059, training loss: 0.18,
0.182742
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 14060, training loss: 0.18,
0.18534
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 14061, training loss: 0.19,
0.249848
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 14062, training loss: 0.25,
0.293551
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 14063, training loss: 0.29,
0.302407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14064, training loss: 0.30,
0.202685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14065, training loss: 0.20,
0.166359
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14066, training loss: 0.17,
0.229792
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 14067, training loss: 0.23,
0.214944
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 14068, training loss: 0.21,
0.172209
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14069, training loss: 0.17,
0.16744
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14070, training loss: 0.17,
0.177356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14071, training loss: 0.18,
0.175547
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 14072, training loss: 0.18,
0.164985
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 14073, training loss: 0.16,
0.282972
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14074, training loss: 0.28,
0.247146
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14075, training loss: 0.25,
0.16474
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 14076, training loss: 0.16,
0.165184
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 14077, training loss: 0.17,
0.2181
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 14078, training loss: 0.22,
0.226264
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 14079, training loss: 0.23,
0.328378
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 14080, training loss: 0.33,
0.211146
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14081, training loss: 0.21,
0.166876
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 14082, training loss: 0.17,
0.243091
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 14083, training loss: 0.24,
0.157213
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 14084, training loss: 0.16,
0.157716
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 14085, training loss: 0.16,
0.190981
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14086, training loss: 0.19,
0.271079
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 14087, training loss: 0.27,
0.366393
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14088, training loss: 0.37,
0.179307
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 14089, training loss: 0.18,
0.205213
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 14090, training loss: 0.21,
0.183783
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14091, training loss: 0.18,
0.15017
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14092, training loss: 0.15,
0.177086
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 14093, training loss: 0.18,
0.258382
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 14094, training loss: 0.26,
0.228647
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14095, training loss: 0.23,
0.337241
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 14096, training loss: 0.34,
0.178916
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14097, training loss: 0.18,
0.186783
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14098, training loss: 0.19,
0.184076
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14099, training loss: 0.18,
0.204059
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 14100, training loss: 0.20,
0.159043
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 14101, training loss: 0.16,
0.204638
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14102, training loss: 0.20,
0.266978
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14103, training loss: 0.27,
0.234726
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 14104, training loss: 0.23,
0.178992
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14105, training loss: 0.18,
0.223807
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 14106, training loss: 0.22,
0.173906
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14107, training loss: 0.17,
0.167597
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14108, training loss: 0.17,
0.167321
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 14109, training loss: 0.17,
0.175763
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 14110, training loss: 0.18,
0.178201
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14111, training loss: 0.18,
0.174262
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14112, training loss: 0.17,
0.209596
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14113, training loss: 0.21,
0.208827
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14114, training loss: 0.21,
0.206034
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14115, training loss: 0.21,
0.173908
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 14116, training loss: 0.17,
0.204923
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14117, training loss: 0.20,
0.426499
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14118, training loss: 0.43,
0.192031
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14119, training loss: 0.19,
0.18218
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 14120, training loss: 0.18,
0.17923
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14121, training loss: 0.18,
0.207972
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 14122, training loss: 0.21,
0.173739
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14123, training loss: 0.17,
0.25113
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 14124, training loss: 0.25,
0.192554
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 14125, training loss: 0.19,
0.160095
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14126, training loss: 0.16,
0.155761
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14127, training loss: 0.16,
0.157238
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 14128, training loss: 0.16,
0.16619
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14129, training loss: 0.17,
0.235997
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14130, training loss: 0.24,
0.190554
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14131, training loss: 0.19,
0.201967
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 14132, training loss: 0.20,
0.171819
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 14133, training loss: 0.17,
0.220358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 14134, training loss: 0.22,
0.171019
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14135, training loss: 0.17,
0.238978
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 14136, training loss: 0.24,
0.175648
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 14137, training loss: 0.18,
0.209108
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14138, training loss: 0.21,
0.197122
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14139, training loss: 0.20,
0.150045
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14140, training loss: 0.15,
0.152972
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14141, training loss: 0.15,
0.189889
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14142, training loss: 0.19,
0.158721
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14143, training loss: 0.16,
0.319175
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 14144, training loss: 0.32,
0.188878
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 14145, training loss: 0.19,
0.160137
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14146, training loss: 0.16,
0.226431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14147, training loss: 0.23,
0.230996
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 14148, training loss: 0.23,
0.236544
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 14149, training loss: 0.24,
0.165053
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14150, training loss: 0.17,
0.189122
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14151, training loss: 0.19,
0.237747
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14152, training loss: 0.24,
0.19999
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 14153, training loss: 0.20,
0.175372
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 14154, training loss: 0.18,
0.241172
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 14155, training loss: 0.24,
0.198765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14156, training loss: 0.20,
0.204923
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14157, training loss: 0.20,
0.146335
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14158, training loss: 0.15,
0.217176
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14159, training loss: 0.22,
0.16716
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 14160, training loss: 0.17,
0.170465
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 14161, training loss: 0.17,
0.186292
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14162, training loss: 0.19,
0.160003
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 14163, training loss: 0.16,
0.221368
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14164, training loss: 0.22,
0.195215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 14165, training loss: 0.20,
0.156598
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14166, training loss: 0.16,
0.213812
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 14167, training loss: 0.21,
0.164198
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 14168, training loss: 0.16,
0.212308
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14169, training loss: 0.21,
0.220246
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 14170, training loss: 0.22,
0.159287
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14171, training loss: 0.16,
0.160306
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 14172, training loss: 0.16,
0.170838
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 14173, training loss: 0.17,
0.152151
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 14174, training loss: 0.15,
0.37424
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14175, training loss: 0.37,
0.387365
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14176, training loss: 0.39,
0.188603
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14177, training loss: 0.19,
0.194916
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14178, training loss: 0.19,
0.228826
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14179, training loss: 0.23,
0.169707
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14180, training loss: 0.17,
0.146955
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 14181, training loss: 0.15,
0.230474
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14182, training loss: 0.23,
0.176956
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 14183, training loss: 0.18,
0.177771
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14184, training loss: 0.18,
0.18012
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 14185, training loss: 0.18,
0.153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14186, training loss: 0.15,
0.394759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 14187, training loss: 0.39,
0.254955
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 14188, training loss: 0.25,
0.202859
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14189, training loss: 0.20,
0.232825
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14190, training loss: 0.23,
0.162065
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14191, training loss: 0.16,
0.238596
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14192, training loss: 0.24,
0.251438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14193, training loss: 0.25,
0.155803
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 14194, training loss: 0.16,
0.178006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 14195, training loss: 0.18,
0.213314
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14196, training loss: 0.21,
0.240773
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14197, training loss: 0.24,
0.294661
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 14198, training loss: 0.29,
0.153096
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 14199, training loss: 0.15,
0.161816
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 14200, training loss: 0.16,
0.169551
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14201, training loss: 0.17,
0.151076
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14202, training loss: 0.15,
0.246088
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 14203, training loss: 0.25,
0.254209
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 14204, training loss: 0.25,
0.224867
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 14205, training loss: 0.22,
0.157172
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14206, training loss: 0.16,
0.178563
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 14207, training loss: 0.18,
0.178148
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14208, training loss: 0.18,
0.311044
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 14209, training loss: 0.31,
0.173088
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 14210, training loss: 0.17,
0.210578
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14211, training loss: 0.21,
0.216122
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 14212, training loss: 0.22,
0.188212
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 14213, training loss: 0.19,
0.174723
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 14214, training loss: 0.17,
0.295522
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 14215, training loss: 0.30,
0.235981
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14216, training loss: 0.24,
0.27982
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14217, training loss: 0.28,
0.189007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 14218, training loss: 0.19,
0.177359
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 14219, training loss: 0.18,
0.255631
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 14220, training loss: 0.26,
0.154578
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 14221, training loss: 0.15,
0.250474
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14222, training loss: 0.25,
0.317347
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 14223, training loss: 0.32,
0.191556
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 14224, training loss: 0.19,
0.176288
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14225, training loss: 0.18,
0.160481
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14226, training loss: 0.16,
0.17352
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 14227, training loss: 0.17,
0.178916
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 14228, training loss: 0.18,
0.158804
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14229, training loss: 0.16,
0.231299
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 14230, training loss: 0.23,
0.157298
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 14231, training loss: 0.16,
0.343033
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14232, training loss: 0.34,
0.157615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 14233, training loss: 0.16,
0.234311
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14234, training loss: 0.23,
0.149331
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14235, training loss: 0.15,
0.164952
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 14236, training loss: 0.16,
0.184819
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 14237, training loss: 0.18,
0.222039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 14238, training loss: 0.22,
0.191572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14239, training loss: 0.19,
0.157534
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 14240, training loss: 0.16,
0.198693
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14241, training loss: 0.20,
0.150652
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 14242, training loss: 0.15,
0.181633
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14243, training loss: 0.18,
0.26781
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14244, training loss: 0.27,
0.19265
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 14245, training loss: 0.19,
0.147782
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 14246, training loss: 0.15,
0.1863
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 14247, training loss: 0.19,
0.17135
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14248, training loss: 0.17,
0.227141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14249, training loss: 0.23,
0.309895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 14250, training loss: 0.31,
0.218703
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14251, training loss: 0.22,
0.212989
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14252, training loss: 0.21,
0.225791
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14253, training loss: 0.23,
0.20125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14254, training loss: 0.20,
0.149996
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 14255, training loss: 0.15,
0.161166
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14256, training loss: 0.16,
0.156072
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 14257, training loss: 0.16,
0.1577
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 14258, training loss: 0.16,
0.225748
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14259, training loss: 0.23,
0.316746
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14260, training loss: 0.32,
0.168518
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 14261, training loss: 0.17,
0.157849
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14262, training loss: 0.16,
0.241955
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 14263, training loss: 0.24,
0.168295
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14264, training loss: 0.17,
0.164322
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 14265, training loss: 0.16,
0.232513
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14266, training loss: 0.23,
0.306485
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 14267, training loss: 0.31,
0.140391
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 14268, training loss: 0.14,
0.14331
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14269, training loss: 0.14,
0.205659
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14270, training loss: 0.21,
0.220022
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 14271, training loss: 0.22,
0.162661
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 14272, training loss: 0.16,
0.246015
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14273, training loss: 0.25,
0.219348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 14274, training loss: 0.22,
0.289266
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 14275, training loss: 0.29,
0.20616
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 14276, training loss: 0.21,
0.219889
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14277, training loss: 0.22,
0.257687
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14278, training loss: 0.26,
0.243238
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 14279, training loss: 0.24,
0.222419
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14280, training loss: 0.22,
0.368685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14281, training loss: 0.37,
0.158249
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14282, training loss: 0.16,
0.165529
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14283, training loss: 0.17,
0.178125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14284, training loss: 0.18,
0.172459
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14285, training loss: 0.17,
0.17373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 14286, training loss: 0.17,
0.276179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 14287, training loss: 0.28,
0.223759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14288, training loss: 0.22,
0.156114
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14289, training loss: 0.16,
0.219771
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14290, training loss: 0.22,
0.204672
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14291, training loss: 0.20,
0.170779
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14292, training loss: 0.17,
0.245791
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 14293, training loss: 0.25,
0.180747
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 14294, training loss: 0.18,
0.255521
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 14295, training loss: 0.26,
0.212021
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14296, training loss: 0.21,
0.16071
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14297, training loss: 0.16,
0.214158
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 14298, training loss: 0.21,
0.160365
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14299, training loss: 0.16,
0.211884
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14300, training loss: 0.21,
0.217986
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 14301, training loss: 0.22,
0.189167
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 14302, training loss: 0.19,
0.167168
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14303, training loss: 0.17,
0.20094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14304, training loss: 0.20,
0.144605
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14305, training loss: 0.14,
0.355069
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 14306, training loss: 0.36,
0.172589
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14307, training loss: 0.17,
0.199652
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 14308, training loss: 0.20,
0.202254
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14309, training loss: 0.20,
0.155163
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14310, training loss: 0.16,
0.180032
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 14311, training loss: 0.18,
0.168977
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14312, training loss: 0.17,
0.157512
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14313, training loss: 0.16,
0.204595
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 14314, training loss: 0.20,
0.196935
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14315, training loss: 0.20,
0.192772
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14316, training loss: 0.19,
0.297356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 14317, training loss: 0.30,
0.18049
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14318, training loss: 0.18,
0.211306
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14319, training loss: 0.21,
0.180743
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 14320, training loss: 0.18,
0.247117
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14321, training loss: 0.25,
0.221168
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 14322, training loss: 0.22,
0.348274
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 14323, training loss: 0.35,
0.169239
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 14324, training loss: 0.17,
0.180538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.6% 20 way one-shot learning accuracy
iteration 14325, training loss: 0.18,
0.164465
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14326, training loss: 0.16,
0.217203
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 14327, training loss: 0.22,
0.232925
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 14328, training loss: 0.23,
0.238157
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 14329, training loss: 0.24,
0.235185
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14330, training loss: 0.24,
0.214133
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 14331, training loss: 0.21,
0.224127
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14332, training loss: 0.22,
0.240872
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14333, training loss: 0.24,
0.242406
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 14334, training loss: 0.24,
0.169139
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14335, training loss: 0.17,
0.155075
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 14336, training loss: 0.16,
0.303203
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14337, training loss: 0.30,
0.201356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14338, training loss: 0.20,
0.177612
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 14339, training loss: 0.18,
0.191746
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14340, training loss: 0.19,
0.313572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 14341, training loss: 0.31,
0.212448
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 14342, training loss: 0.21,
0.22015
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14343, training loss: 0.22,
0.184153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14344, training loss: 0.18,
0.174378
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 14345, training loss: 0.17,
0.205212
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 14346, training loss: 0.21,
0.16613
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14347, training loss: 0.17,
0.234167
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14348, training loss: 0.23,
0.166016
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14349, training loss: 0.17,
0.195726
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 14350, training loss: 0.20,
0.164987
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 14351, training loss: 0.16,
0.221584
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14352, training loss: 0.22,
0.178303
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 14353, training loss: 0.18,
0.172871
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 14354, training loss: 0.17,
0.240463
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 14355, training loss: 0.24,
0.226502
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 14356, training loss: 0.23,
0.234432
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14357, training loss: 0.23,
0.187043
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14358, training loss: 0.19,
0.188693
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14359, training loss: 0.19,
0.182163
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 14360, training loss: 0.18,
0.152404
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14361, training loss: 0.15,
0.188543
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14362, training loss: 0.19,
0.202019
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 14363, training loss: 0.20,
0.197994
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14364, training loss: 0.20,
0.18091
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14365, training loss: 0.18,
0.187058
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 14366, training loss: 0.19,
0.19083
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14367, training loss: 0.19,
0.233317
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14368, training loss: 0.23,
0.18654
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14369, training loss: 0.19,
0.218099
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 14370, training loss: 0.22,
0.218516
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 14371, training loss: 0.22,
0.22072
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 14372, training loss: 0.22,
0.152836
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 14373, training loss: 0.15,
0.183289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14374, training loss: 0.18,
0.191038
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 14375, training loss: 0.19,
0.179294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14376, training loss: 0.18,
0.195895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14377, training loss: 0.20,
0.219063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14378, training loss: 0.22,
0.278384
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 14379, training loss: 0.28,
0.148967
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 14380, training loss: 0.15,
0.251236
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14381, training loss: 0.25,
0.255679
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14382, training loss: 0.26,
0.204036
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 14383, training loss: 0.20,
0.284278
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14384, training loss: 0.28,
0.15298
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 14385, training loss: 0.15,
0.185275
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14386, training loss: 0.19,
0.227916
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14387, training loss: 0.23,
0.254095
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 14388, training loss: 0.25,
0.179671
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14389, training loss: 0.18,
0.237837
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 14390, training loss: 0.24,
0.236957
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14391, training loss: 0.24,
0.189968
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14392, training loss: 0.19,
0.208807
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 14393, training loss: 0.21,
0.18054
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14394, training loss: 0.18,
0.267509
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14395, training loss: 0.27,
0.21512
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 14396, training loss: 0.22,
0.177368
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14397, training loss: 0.18,
0.23794
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 14398, training loss: 0.24,
0.209794
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 14399, training loss: 0.21,
0.146634
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 14400, training loss: 0.15,
0.197821
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 14401, training loss: 0.20,
0.233031
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 14402, training loss: 0.23,
0.169943
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 14403, training loss: 0.17,
0.194329
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 14404, training loss: 0.19,
0.176276
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 14405, training loss: 0.18,
0.156439
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14406, training loss: 0.16,
0.263279
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 14407, training loss: 0.26,
0.143
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 14408, training loss: 0.14,
0.197276
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14409, training loss: 0.20,
0.178615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 14410, training loss: 0.18,
0.342751
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 14411, training loss: 0.34,
0.174645
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 14412, training loss: 0.17,
0.177066
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14413, training loss: 0.18,
0.155954
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14414, training loss: 0.16,
0.241723
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 14415, training loss: 0.24,
0.175209
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 14416, training loss: 0.18,
0.173842
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14417, training loss: 0.17,
0.257239
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14418, training loss: 0.26,
0.148798
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14419, training loss: 0.15,
0.220285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14420, training loss: 0.22,
0.164706
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 14421, training loss: 0.16,
0.202592
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14422, training loss: 0.20,
0.198731
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14423, training loss: 0.20,
0.17162
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 14424, training loss: 0.17,
0.173708
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 14425, training loss: 0.17,
0.243966
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 14426, training loss: 0.24,
0.16249
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 14427, training loss: 0.16,
0.241913
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 14428, training loss: 0.24,
0.222424
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14429, training loss: 0.22,
0.143306
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14430, training loss: 0.14,
0.176671
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14431, training loss: 0.18,
0.230359
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 14432, training loss: 0.23,
0.197828
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 14433, training loss: 0.20,
0.209445
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14434, training loss: 0.21,
0.205633
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14435, training loss: 0.21,
0.248863
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 14436, training loss: 0.25,
0.223246
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 14437, training loss: 0.22,
0.213504
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 14438, training loss: 0.21,
0.24884
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14439, training loss: 0.25,
0.291331
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14440, training loss: 0.29,
0.330005
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 14441, training loss: 0.33,
0.162509
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14442, training loss: 0.16,
0.197803
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14443, training loss: 0.20,
0.151497
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 14444, training loss: 0.15,
0.181354
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14445, training loss: 0.18,
0.176573
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14446, training loss: 0.18,
0.268847
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14447, training loss: 0.27,
0.165579
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 14448, training loss: 0.17,
0.343643
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 14449, training loss: 0.34,
0.253912
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 14450, training loss: 0.25,
0.195299
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14451, training loss: 0.20,
0.347333
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14452, training loss: 0.35,
0.219146
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14453, training loss: 0.22,
0.201665
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 14454, training loss: 0.20,
0.191688
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14455, training loss: 0.19,
0.193355
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14456, training loss: 0.19,
0.282422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 14457, training loss: 0.28,
0.198728
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 14458, training loss: 0.20,
0.225894
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14459, training loss: 0.23,
0.210148
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14460, training loss: 0.21,
0.165285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 14461, training loss: 0.17,
0.25218
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14462, training loss: 0.25,
0.169287
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 14463, training loss: 0.17,
0.234845
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14464, training loss: 0.23,
0.190782
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 14465, training loss: 0.19,
0.220278
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 14466, training loss: 0.22,
0.14685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 14467, training loss: 0.15,
0.174215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 14468, training loss: 0.17,
0.234183
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 14469, training loss: 0.23,
0.330684
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14470, training loss: 0.33,
0.17535
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14471, training loss: 0.18,
0.149504
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14472, training loss: 0.15,
0.181458
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 14473, training loss: 0.18,
0.244642
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14474, training loss: 0.24,
0.179127
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14475, training loss: 0.18,
0.160585
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 14476, training loss: 0.16,
0.165866
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14477, training loss: 0.17,
0.297185
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14478, training loss: 0.30,
0.220222
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14479, training loss: 0.22,
0.173758
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14480, training loss: 0.17,
0.171318
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14481, training loss: 0.17,
0.237739
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14482, training loss: 0.24,
0.175452
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 14483, training loss: 0.18,
0.161938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14484, training loss: 0.16,
0.223168
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 14485, training loss: 0.22,
0.169206
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 14486, training loss: 0.17,
0.166215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14487, training loss: 0.17,
0.17607
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 14488, training loss: 0.18,
0.168842
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14489, training loss: 0.17,
0.183686
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 14490, training loss: 0.18,
0.175401
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14491, training loss: 0.18,
0.174748
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 14492, training loss: 0.17,
0.161593
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14493, training loss: 0.16,
0.235267
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 14494, training loss: 0.24,
0.442195
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14495, training loss: 0.44,
0.302624
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14496, training loss: 0.30,
0.147952
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14497, training loss: 0.15,
0.217644
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 14498, training loss: 0.22,
0.211078
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 14499, training loss: 0.21,
0.164751
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 14500, training loss: 0.16,
0.237865
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14501, training loss: 0.24,
0.196606
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14502, training loss: 0.20,
0.162225
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 14503, training loss: 0.16,
0.162172
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14504, training loss: 0.16,
0.18165
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14505, training loss: 0.18,
0.184822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14506, training loss: 0.18,
0.166224
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 14507, training loss: 0.17,
0.213141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14508, training loss: 0.21,
0.26265
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 14509, training loss: 0.26,
0.148042
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14510, training loss: 0.15,
0.149747
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 14511, training loss: 0.15,
0.232074
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14512, training loss: 0.23,
0.163462
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14513, training loss: 0.16,
0.308187
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 14514, training loss: 0.31,
0.175138
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14515, training loss: 0.18,
0.176371
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14516, training loss: 0.18,
0.238324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14517, training loss: 0.24,
0.143604
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14518, training loss: 0.14,
0.145807
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 14519, training loss: 0.15,
0.227135
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 14520, training loss: 0.23,
0.254198
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 14521, training loss: 0.25,
0.274483
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 14522, training loss: 0.27,
0.148629
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14523, training loss: 0.15,
0.165411
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 14524, training loss: 0.17,
0.20378
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14525, training loss: 0.20,
0.245888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 14526, training loss: 0.25,
0.174465
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 14527, training loss: 0.17,
0.173535
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14528, training loss: 0.17,
0.200067
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 14529, training loss: 0.20,
0.165115
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 14530, training loss: 0.17,
0.179721
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14531, training loss: 0.18,
0.265019
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14532, training loss: 0.27,
0.224969
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 14533, training loss: 0.22,
0.190313
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 14534, training loss: 0.19,
0.189516
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 14535, training loss: 0.19,
0.159593
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 14536, training loss: 0.16,
0.318775
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14537, training loss: 0.32,
0.179909
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14538, training loss: 0.18,
0.192108
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 14539, training loss: 0.19,
0.194263
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14540, training loss: 0.19,
0.340552
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 14541, training loss: 0.34,
0.307595
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14542, training loss: 0.31,
0.165345
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 14543, training loss: 0.17,
0.198627
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 14544, training loss: 0.20,
0.305201
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14545, training loss: 0.31,
0.18326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14546, training loss: 0.18,
0.189474
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 14547, training loss: 0.19,
0.151723
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 14548, training loss: 0.15,
0.171263
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14549, training loss: 0.17,
0.211141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14550, training loss: 0.21,
0.166468
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14551, training loss: 0.17,
0.250521
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14552, training loss: 0.25,
0.19776
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14553, training loss: 0.20,
0.164716
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14554, training loss: 0.16,
0.22311
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 14555, training loss: 0.22,
0.271578
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 14556, training loss: 0.27,
0.1687
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 14557, training loss: 0.17,
0.252003
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14558, training loss: 0.25,
0.161744
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14559, training loss: 0.16,
0.177475
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14560, training loss: 0.18,
0.271822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14561, training loss: 0.27,
0.184723
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14562, training loss: 0.18,
0.292199
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 14563, training loss: 0.29,
0.192418
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 14564, training loss: 0.19,
0.164154
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 14565, training loss: 0.16,
0.156955
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14566, training loss: 0.16,
0.214103
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14567, training loss: 0.21,
0.183937
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 14568, training loss: 0.18,
0.18641
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 14569, training loss: 0.19,
0.246491
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 14570, training loss: 0.25,
0.222517
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14571, training loss: 0.22,
0.239914
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 14572, training loss: 0.24,
0.219407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14573, training loss: 0.22,
0.197309
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 14574, training loss: 0.20,
0.151474
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 14575, training loss: 0.15,
0.234911
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 14576, training loss: 0.23,
0.166946
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14577, training loss: 0.17,
0.230295
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14578, training loss: 0.23,
0.182698
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 14579, training loss: 0.18,
0.251496
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 14580, training loss: 0.25,
0.252599
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14581, training loss: 0.25,
0.164509
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14582, training loss: 0.16,
0.228838
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14583, training loss: 0.23,
0.242904
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14584, training loss: 0.24,
0.182569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 14585, training loss: 0.18,
0.224797
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 14586, training loss: 0.22,
0.148385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 14587, training loss: 0.15,
0.178787
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 14588, training loss: 0.18,
0.195403
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14589, training loss: 0.20,
0.148216
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14590, training loss: 0.15,
0.15182
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 14591, training loss: 0.15,
0.226353
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14592, training loss: 0.23,
0.198584
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 14593, training loss: 0.20,
0.274058
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 14594, training loss: 0.27,
0.14676
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 14595, training loss: 0.15,
0.197964
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 14596, training loss: 0.20,
0.189727
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14597, training loss: 0.19,
0.370917
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14598, training loss: 0.37,
0.158339
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14599, training loss: 0.16,
0.285619
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 14600, training loss: 0.29,
0.183355
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14601, training loss: 0.18,
0.199833
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 14602, training loss: 0.20,
0.285435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 14603, training loss: 0.29,
0.271482
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14604, training loss: 0.27,
0.194819
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14605, training loss: 0.19,
0.249457
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 14606, training loss: 0.25,
0.211741
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14607, training loss: 0.21,
0.266516
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 14608, training loss: 0.27,
0.193608
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 14609, training loss: 0.19,
0.168129
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 14610, training loss: 0.17,
0.237329
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14611, training loss: 0.24,
0.160339
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14612, training loss: 0.16,
0.177209
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 14613, training loss: 0.18,
0.161226
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 14614, training loss: 0.16,
0.167232
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14615, training loss: 0.17,
0.138216
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14616, training loss: 0.14,
0.232385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 14617, training loss: 0.23,
0.160681
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14618, training loss: 0.16,
0.297743
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14619, training loss: 0.30,
0.224212
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 14620, training loss: 0.22,
0.209646
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 14621, training loss: 0.21,
0.194901
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14622, training loss: 0.19,
0.182438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14623, training loss: 0.18,
0.177559
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 14624, training loss: 0.18,
0.195819
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14625, training loss: 0.20,
0.255481
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 14626, training loss: 0.26,
0.161708
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 14627, training loss: 0.16,
0.201126
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14628, training loss: 0.20,
0.175805
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14629, training loss: 0.18,
0.25192
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14630, training loss: 0.25,
0.157438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 14631, training loss: 0.16,
0.1538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 14632, training loss: 0.15,
0.179524
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 14633, training loss: 0.18,
0.180419
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14634, training loss: 0.18,
0.154547
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14635, training loss: 0.15,
0.192456
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 14636, training loss: 0.19,
0.181965
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 14637, training loss: 0.18,
0.190825
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14638, training loss: 0.19,
0.153243
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14639, training loss: 0.15,
0.166624
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 14640, training loss: 0.17,
0.180188
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14641, training loss: 0.18,
0.183566
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14642, training loss: 0.18,
0.18212
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 14643, training loss: 0.18,
0.202821
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14644, training loss: 0.20,
0.165816
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 14645, training loss: 0.17,
0.168032
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 14646, training loss: 0.17,
0.224554
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 14647, training loss: 0.22,
0.147833
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14648, training loss: 0.15,
0.45187
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 14649, training loss: 0.45,
0.179131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14650, training loss: 0.18,
0.165743
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14651, training loss: 0.17,
0.169213
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14652, training loss: 0.17,
0.164589
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14653, training loss: 0.16,
0.17729
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 14654, training loss: 0.18,
0.185706
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 14655, training loss: 0.19,
0.181089
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 14656, training loss: 0.18,
0.182641
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14657, training loss: 0.18,
0.211652
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 14658, training loss: 0.21,
0.274716
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 14659, training loss: 0.27,
0.206079
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 14660, training loss: 0.21,
0.172468
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 14661, training loss: 0.17,
0.260933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14662, training loss: 0.26,
0.171332
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14663, training loss: 0.17,
0.170848
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14664, training loss: 0.17,
0.272448
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14665, training loss: 0.27,
0.177486
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 14666, training loss: 0.18,
0.148212
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14667, training loss: 0.15,
0.233623
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14668, training loss: 0.23,
0.278629
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 14669, training loss: 0.28,
0.253856
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14670, training loss: 0.25,
0.244233
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14671, training loss: 0.24,
0.192262
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 14672, training loss: 0.19,
0.206863
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 14673, training loss: 0.21,
0.147091
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14674, training loss: 0.15,
0.190926
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 14675, training loss: 0.19,
0.169088
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14676, training loss: 0.17,
0.14587
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14677, training loss: 0.15,
0.205338
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14678, training loss: 0.21,
0.188775
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14679, training loss: 0.19,
0.155036
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14680, training loss: 0.16,
0.184057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 14681, training loss: 0.18,
0.192858
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 14682, training loss: 0.19,
0.209461
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14683, training loss: 0.21,
0.157102
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14684, training loss: 0.16,
0.337394
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 14685, training loss: 0.34,
0.161707
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14686, training loss: 0.16,
0.165082
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 14687, training loss: 0.17,
0.176474
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 14688, training loss: 0.18,
0.161729
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14689, training loss: 0.16,
0.238802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14690, training loss: 0.24,
0.218414
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 14691, training loss: 0.22,
0.152212
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 14692, training loss: 0.15,
0.232667
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14693, training loss: 0.23,
0.258654
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14694, training loss: 0.26,
0.171614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 14695, training loss: 0.17,
0.297938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 14696, training loss: 0.30,
0.177146
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 14697, training loss: 0.18,
0.16942
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14698, training loss: 0.17,
0.223722
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 14699, training loss: 0.22,
0.176801
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 14700, training loss: 0.18,
0.206023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 14701, training loss: 0.21,
0.182471
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14702, training loss: 0.18,
0.250433
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 14703, training loss: 0.25,
0.254341
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 14704, training loss: 0.25,
0.216526
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 14705, training loss: 0.22,
0.241706
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14706, training loss: 0.24,
0.146291
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 14707, training loss: 0.15,
0.189245
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 14708, training loss: 0.19,
0.169102
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 14709, training loss: 0.17,
0.224827
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 14710, training loss: 0.22,
0.184679
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 14711, training loss: 0.18,
0.187382
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 14712, training loss: 0.19,
0.312008
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14713, training loss: 0.31,
0.181846
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 14714, training loss: 0.18,
0.208965
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 14715, training loss: 0.21,
0.156805
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14716, training loss: 0.16,
0.23096
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14717, training loss: 0.23,
0.172411
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 14718, training loss: 0.17,
0.144336
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14719, training loss: 0.14,
0.233776
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14720, training loss: 0.23,
0.266038
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 14721, training loss: 0.27,
0.23567
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14722, training loss: 0.24,
0.161262
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 14723, training loss: 0.16,
0.186909
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14724, training loss: 0.19,
0.171449
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14725, training loss: 0.17,
0.18654
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 14726, training loss: 0.19,
0.149973
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14727, training loss: 0.15,
0.162153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 14728, training loss: 0.16,
0.241822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14729, training loss: 0.24,
0.260598
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 14730, training loss: 0.26,
0.180638
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14731, training loss: 0.18,
0.254748
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14732, training loss: 0.25,
0.215732
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 14733, training loss: 0.22,
0.188921
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 14734, training loss: 0.19,
0.212045
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 14735, training loss: 0.21,
0.337857
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14736, training loss: 0.34,
0.174063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 14737, training loss: 0.17,
0.256026
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 14738, training loss: 0.26,
0.170783
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 14739, training loss: 0.17,
0.168538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 14740, training loss: 0.17,
0.238776
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 14741, training loss: 0.24,
0.190679
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14742, training loss: 0.19,
0.166699
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 14743, training loss: 0.17,
0.151518
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 14744, training loss: 0.15,
0.148947
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14745, training loss: 0.15,
0.228963
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 14746, training loss: 0.23,
0.240467
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 14747, training loss: 0.24,
0.229584
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 14748, training loss: 0.23,
0.176614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14749, training loss: 0.18,
0.182161
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14750, training loss: 0.18,
0.176505
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14751, training loss: 0.18,
0.202983
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14752, training loss: 0.20,
0.216732
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 14753, training loss: 0.22,
0.254059
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14754, training loss: 0.25,
0.210951
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14755, training loss: 0.21,
0.164497
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 14756, training loss: 0.16,
0.183232
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14757, training loss: 0.18,
0.195565
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 14758, training loss: 0.20,
0.264629
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14759, training loss: 0.26,
0.246677
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 14760, training loss: 0.25,
0.227821
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 14761, training loss: 0.23,
0.256638
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 14762, training loss: 0.26,
0.235007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 14763, training loss: 0.24,
0.176134
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14764, training loss: 0.18,
0.346807
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 14765, training loss: 0.35,
0.384359
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14766, training loss: 0.38,
0.252869
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14767, training loss: 0.25,
0.19483
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14768, training loss: 0.19,
0.291051
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 14769, training loss: 0.29,
0.225741
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 14770, training loss: 0.23,
0.182779
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14771, training loss: 0.18,
0.41657
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14772, training loss: 0.42,
0.176823
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14773, training loss: 0.18,
0.250986
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14774, training loss: 0.25,
0.266252
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 14775, training loss: 0.27,
0.162234
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 14776, training loss: 0.16,
0.161751
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14777, training loss: 0.16,
0.227611
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 14778, training loss: 0.23,
0.155961
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 14779, training loss: 0.16,
0.331898
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14780, training loss: 0.33,
0.196073
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 14781, training loss: 0.20,
0.186921
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14782, training loss: 0.19,
0.179481
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14783, training loss: 0.18,
0.221739
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14784, training loss: 0.22,
0.20674
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 14785, training loss: 0.21,
0.326529
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14786, training loss: 0.33,
0.148662
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 14787, training loss: 0.15,
0.246371
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14788, training loss: 0.25,
0.139603
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 14789, training loss: 0.14,
0.18772
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 14790, training loss: 0.19,
0.254782
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 14791, training loss: 0.25,
0.226665
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 14792, training loss: 0.23,
0.160058
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14793, training loss: 0.16,
0.168179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 14794, training loss: 0.17,
0.182065
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14795, training loss: 0.18,
0.224887
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14796, training loss: 0.22,
0.339594
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 14797, training loss: 0.34,
0.169028
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14798, training loss: 0.17,
0.206111
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 14799, training loss: 0.21,
0.173204
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 14800, training loss: 0.17,
0.147005
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14801, training loss: 0.15,
0.2437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 14802, training loss: 0.24,
0.168377
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14803, training loss: 0.17,
0.289132
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14804, training loss: 0.29,
0.27804
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14805, training loss: 0.28,
0.21947
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 14806, training loss: 0.22,
0.221826
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14807, training loss: 0.22,
0.154137
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14808, training loss: 0.15,
0.208135
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14809, training loss: 0.21,
0.305811
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 14810, training loss: 0.31,
0.199114
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 14811, training loss: 0.20,
0.159734
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 14812, training loss: 0.16,
0.307536
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 14813, training loss: 0.31,
0.184345
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 14814, training loss: 0.18,
0.314225
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14815, training loss: 0.31,
0.18562
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14816, training loss: 0.19,
0.312662
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14817, training loss: 0.31,
0.242039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 14818, training loss: 0.24,
0.267732
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 14819, training loss: 0.27,
0.202438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 14820, training loss: 0.20,
0.201241
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 14821, training loss: 0.20,
0.177202
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 14822, training loss: 0.18,
0.170625
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 14823, training loss: 0.17,
0.208317
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14824, training loss: 0.21,
0.192766
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14825, training loss: 0.19,
0.260733
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 14826, training loss: 0.26,
0.324966
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14827, training loss: 0.32,
0.343776
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14828, training loss: 0.34,
0.183655
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14829, training loss: 0.18,
0.213588
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 14830, training loss: 0.21,
0.292099
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 14831, training loss: 0.29,
0.310122
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14832, training loss: 0.31,
0.179719
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 14833, training loss: 0.18,
0.255458
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14834, training loss: 0.26,
0.161184
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14835, training loss: 0.16,
0.213611
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14836, training loss: 0.21,
0.195178
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 14837, training loss: 0.20,
0.231787
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 14838, training loss: 0.23,
0.165522
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14839, training loss: 0.17,
0.152278
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 14840, training loss: 0.15,
0.359478
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14841, training loss: 0.36,
0.191013
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 14842, training loss: 0.19,
0.297831
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 14843, training loss: 0.30,
0.219281
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 14844, training loss: 0.22,
0.251455
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 14845, training loss: 0.25,
0.16238
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 14846, training loss: 0.16,
0.274055
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 14847, training loss: 0.27,
0.157065
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 14848, training loss: 0.16,
0.216637
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14849, training loss: 0.22,
0.255024
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14850, training loss: 0.26,
0.165518
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14851, training loss: 0.17,
0.196004
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14852, training loss: 0.20,
0.272899
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14853, training loss: 0.27,
0.213907
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 14854, training loss: 0.21,
0.237312
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 14855, training loss: 0.24,
0.166969
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 14856, training loss: 0.17,
0.175822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14857, training loss: 0.18,
0.162044
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14858, training loss: 0.16,
0.242877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14859, training loss: 0.24,
0.231056
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14860, training loss: 0.23,
0.187356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14861, training loss: 0.19,
0.229733
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 14862, training loss: 0.23,
0.18615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 14863, training loss: 0.19,
0.212919
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14864, training loss: 0.21,
0.247368
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14865, training loss: 0.25,
0.222912
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 14866, training loss: 0.22,
0.168962
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 14867, training loss: 0.17,
0.202428
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 14868, training loss: 0.20,
0.242498
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 14869, training loss: 0.24,
0.161362
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14870, training loss: 0.16,
0.2586
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 14871, training loss: 0.26,
0.20483
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14872, training loss: 0.20,
0.238366
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14873, training loss: 0.24,
0.237381
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 14874, training loss: 0.24,
0.184444
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14875, training loss: 0.18,
0.180901
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 14876, training loss: 0.18,
0.183139
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 14877, training loss: 0.18,
0.282253
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 14878, training loss: 0.28,
0.166129
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 14879, training loss: 0.17,
0.157834
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 14880, training loss: 0.16,
0.256573
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 14881, training loss: 0.26,
0.262708
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14882, training loss: 0.26,
0.248541
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 14883, training loss: 0.25,
0.247538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14884, training loss: 0.25,
0.295848
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14885, training loss: 0.30,
0.299899
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 14886, training loss: 0.30,
0.155144
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14887, training loss: 0.16,
0.181292
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 14888, training loss: 0.18,
0.192615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 14889, training loss: 0.19,
0.238905
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14890, training loss: 0.24,
0.230441
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14891, training loss: 0.23,
0.237985
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 14892, training loss: 0.24,
0.165394
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14893, training loss: 0.17,
0.163598
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 14894, training loss: 0.16,
0.188443
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14895, training loss: 0.19,
0.150703
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14896, training loss: 0.15,
0.250401
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14897, training loss: 0.25,
0.153109
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14898, training loss: 0.15,
0.158383
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14899, training loss: 0.16,
0.16218
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14900, training loss: 0.16,
0.143728
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14901, training loss: 0.14,
0.234526
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 14902, training loss: 0.23,
0.29159
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14903, training loss: 0.29,
0.191634
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 14904, training loss: 0.19,
0.199575
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 14905, training loss: 0.20,
0.297056
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14906, training loss: 0.30,
0.246216
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14907, training loss: 0.25,
0.185797
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 14908, training loss: 0.19,
0.191088
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14909, training loss: 0.19,
0.141324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 14910, training loss: 0.14,
0.143319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 14911, training loss: 0.14,
0.226378
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14912, training loss: 0.23,
0.212346
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14913, training loss: 0.21,
0.177129
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14914, training loss: 0.18,
0.305599
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 14915, training loss: 0.31,
0.214762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14916, training loss: 0.21,
0.167754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 14917, training loss: 0.17,
0.202321
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 14918, training loss: 0.20,
0.138539
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14919, training loss: 0.14,
0.245457
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14920, training loss: 0.25,
0.16002
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 14921, training loss: 0.16,
0.156445
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14922, training loss: 0.16,
0.156922
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 14923, training loss: 0.16,
0.245668
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14924, training loss: 0.25,
0.222228
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 14925, training loss: 0.22,
0.170772
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14926, training loss: 0.17,
0.175258
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14927, training loss: 0.18,
0.161961
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14928, training loss: 0.16,
0.263241
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14929, training loss: 0.26,
0.138841
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 14930, training loss: 0.14,
0.161228
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14931, training loss: 0.16,
0.170587
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14932, training loss: 0.17,
0.176696
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 14933, training loss: 0.18,
0.23389
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 14934, training loss: 0.23,
0.183237
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14935, training loss: 0.18,
0.222077
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14936, training loss: 0.22,
0.180704
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14937, training loss: 0.18,
0.149485
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14938, training loss: 0.15,
0.207773
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 14939, training loss: 0.21,
0.189842
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 14940, training loss: 0.19,
0.205678
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 14941, training loss: 0.21,
0.204849
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 14942, training loss: 0.20,
0.183572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 14943, training loss: 0.18,
0.152891
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14944, training loss: 0.15,
0.170971
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 14945, training loss: 0.17,
0.218259
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 14946, training loss: 0.22,
0.170415
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 14947, training loss: 0.17,
0.187406
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14948, training loss: 0.19,
0.193155
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 14949, training loss: 0.19,
0.243993
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 14950, training loss: 0.24,
0.202281
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 14951, training loss: 0.20,
0.164736
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14952, training loss: 0.16,
0.166994
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14953, training loss: 0.17,
0.298298
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14954, training loss: 0.30,
0.26932
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14955, training loss: 0.27,
0.198477
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14956, training loss: 0.20,
0.180706
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 14957, training loss: 0.18,
0.180757
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14958, training loss: 0.18,
0.189481
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 14959, training loss: 0.19,
0.183686
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14960, training loss: 0.18,
0.167913
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14961, training loss: 0.17,
0.246592
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 14962, training loss: 0.25,
0.162424
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 14963, training loss: 0.16,
0.197036
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 14964, training loss: 0.20,
0.191477
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14965, training loss: 0.19,
0.187971
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 14966, training loss: 0.19,
0.172088
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 14967, training loss: 0.17,
0.26833
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14968, training loss: 0.27,
0.191028
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14969, training loss: 0.19,
0.176884
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14970, training loss: 0.18,
0.180481
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 14971, training loss: 0.18,
0.267965
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 14972, training loss: 0.27,
0.26976
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14973, training loss: 0.27,
0.185941
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 14974, training loss: 0.19,
0.202329
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14975, training loss: 0.20,
0.186427
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 14976, training loss: 0.19,
0.186162
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 14977, training loss: 0.19,
0.388557
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 14978, training loss: 0.39,
0.154845
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 14979, training loss: 0.15,
0.188346
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 14980, training loss: 0.19,
0.187152
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 14981, training loss: 0.19,
0.210815
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14982, training loss: 0.21,
0.298089
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14983, training loss: 0.30,
0.182026
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 14984, training loss: 0.18,
0.20255
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14985, training loss: 0.20,
0.202788
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14986, training loss: 0.20,
0.158222
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 14987, training loss: 0.16,
0.148934
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 14988, training loss: 0.15,
0.180656
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 14989, training loss: 0.18,
0.176063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14990, training loss: 0.18,
0.210014
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 14991, training loss: 0.21,
0.199302
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14992, training loss: 0.20,
0.258856
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 14993, training loss: 0.26,
0.289987
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 14994, training loss: 0.29,
0.202417
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 14995, training loss: 0.20,
0.335246
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 14996, training loss: 0.34,
0.217302
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 14997, training loss: 0.22,
0.168057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 14998, training loss: 0.17,
0.322494
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 14999, training loss: 0.32,
0.168338
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 15000, training loss: 0.17,
0.145434
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15001, training loss: 0.15,
0.238987
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15002, training loss: 0.24,
0.175637
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15003, training loss: 0.18,
0.190931
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15004, training loss: 0.19,
0.239183
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15005, training loss: 0.24,
0.2092
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15006, training loss: 0.21,
0.199708
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 15007, training loss: 0.20,
0.270646
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15008, training loss: 0.27,
0.180508
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15009, training loss: 0.18,
0.161759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15010, training loss: 0.16,
0.234874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15011, training loss: 0.23,
0.179047
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15012, training loss: 0.18,
0.182087
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15013, training loss: 0.18,
0.185636
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 15014, training loss: 0.19,
0.167521
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15015, training loss: 0.17,
0.205199
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 15016, training loss: 0.21,
0.28957
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15017, training loss: 0.29,
0.265324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15018, training loss: 0.27,
0.160112
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15019, training loss: 0.16,
0.207681
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15020, training loss: 0.21,
0.173333
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15021, training loss: 0.17,
0.175327
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15022, training loss: 0.18,
0.287286
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 15023, training loss: 0.29,
0.177265
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 15024, training loss: 0.18,
0.224988
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 15025, training loss: 0.22,
0.201557
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15026, training loss: 0.20,
0.196423
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15027, training loss: 0.20,
0.193276
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15028, training loss: 0.19,
0.294385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 15029, training loss: 0.29,
0.353061
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 15030, training loss: 0.35,
0.167537
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 15031, training loss: 0.17,
0.211532
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15032, training loss: 0.21,
0.183202
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15033, training loss: 0.18,
0.165862
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 15034, training loss: 0.17,
0.190666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 15035, training loss: 0.19,
0.189955
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 15036, training loss: 0.19,
0.331873
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 15037, training loss: 0.33,
0.15555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 15038, training loss: 0.16,
0.184513
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 15039, training loss: 0.18,
0.226487
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15040, training loss: 0.23,
0.176443
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15041, training loss: 0.18,
0.20315
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15042, training loss: 0.20,
0.192426
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15043, training loss: 0.19,
0.188198
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15044, training loss: 0.19,
0.16715
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15045, training loss: 0.17,
0.314645
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 15046, training loss: 0.31,
0.156725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15047, training loss: 0.16,
0.178442
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15048, training loss: 0.18,
0.151962
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 15049, training loss: 0.15,
0.189726
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15050, training loss: 0.19,
0.248396
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 15051, training loss: 0.25,
0.181274
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 15052, training loss: 0.18,
0.224979
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15053, training loss: 0.22,
0.164885
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15054, training loss: 0.16,
0.221519
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15055, training loss: 0.22,
0.248392
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15056, training loss: 0.25,
0.184186
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15057, training loss: 0.18,
0.224548
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15058, training loss: 0.22,
0.148632
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 15059, training loss: 0.15,
0.156489
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15060, training loss: 0.16,
0.182345
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15061, training loss: 0.18,
0.2596
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15062, training loss: 0.26,
0.154651
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 15063, training loss: 0.15,
0.330924
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 15064, training loss: 0.33,
0.440399
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15065, training loss: 0.44,
0.183623
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 15066, training loss: 0.18,
0.245843
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15067, training loss: 0.25,
0.21051
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 15068, training loss: 0.21,
0.157499
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 15069, training loss: 0.16,
0.151057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15070, training loss: 0.15,
0.263767
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15071, training loss: 0.26,
0.242464
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15072, training loss: 0.24,
0.204195
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 15073, training loss: 0.20,
0.210605
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15074, training loss: 0.21,
0.154693
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15075, training loss: 0.15,
0.192904
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 15076, training loss: 0.19,
0.273653
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 15077, training loss: 0.27,
0.198023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15078, training loss: 0.20,
0.303153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 15079, training loss: 0.30,
0.163901
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 15080, training loss: 0.16,
0.176425
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15081, training loss: 0.18,
0.233078
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 15082, training loss: 0.23,
0.308541
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 15083, training loss: 0.31,
0.23484
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 15084, training loss: 0.23,
0.22331
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15085, training loss: 0.22,
0.180369
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15086, training loss: 0.18,
0.339838
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15087, training loss: 0.34,
0.274727
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 15088, training loss: 0.27,
0.252308
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 15089, training loss: 0.25,
0.195381
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15090, training loss: 0.20,
0.146099
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 15091, training loss: 0.15,
0.16424
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15092, training loss: 0.16,
0.175762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 15093, training loss: 0.18,
0.160669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 15094, training loss: 0.16,
0.203352
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 15095, training loss: 0.20,
0.219771
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15096, training loss: 0.22,
0.178649
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15097, training loss: 0.18,
0.216321
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 15098, training loss: 0.22,
0.236673
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15099, training loss: 0.24,
0.263408
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 15100, training loss: 0.26,
0.183255
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15101, training loss: 0.18,
0.290748
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15102, training loss: 0.29,
0.249743
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15103, training loss: 0.25,
0.166648
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15104, training loss: 0.17,
0.174105
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 15105, training loss: 0.17,
0.164938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15106, training loss: 0.16,
0.229388
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15107, training loss: 0.23,
0.230875
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 15108, training loss: 0.23,
0.210245
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15109, training loss: 0.21,
0.237365
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 15110, training loss: 0.24,
0.214597
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15111, training loss: 0.21,
0.155424
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 15112, training loss: 0.16,
0.328235
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 15113, training loss: 0.33,
0.194993
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 15114, training loss: 0.19,
0.188431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15115, training loss: 0.19,
0.199792
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15116, training loss: 0.20,
0.294406
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15117, training loss: 0.29,
0.207392
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 15118, training loss: 0.21,
0.188289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15119, training loss: 0.19,
0.208596
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15120, training loss: 0.21,
0.199412
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15121, training loss: 0.20,
0.193543
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 15122, training loss: 0.19,
0.197377
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 15123, training loss: 0.20,
0.253141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15124, training loss: 0.25,
0.205413
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 15125, training loss: 0.21,
0.207351
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 15126, training loss: 0.21,
0.247077
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15127, training loss: 0.25,
0.247881
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15128, training loss: 0.25,
0.156627
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15129, training loss: 0.16,
0.18005
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 15130, training loss: 0.18,
0.215222
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 15131, training loss: 0.22,
0.171468
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15132, training loss: 0.17,
0.184313
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 15133, training loss: 0.18,
0.16219
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 15134, training loss: 0.16,
0.169452
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15135, training loss: 0.17,
0.174057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 15136, training loss: 0.17,
0.140855
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 15137, training loss: 0.14,
0.165983
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 15138, training loss: 0.17,
0.169266
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 15139, training loss: 0.17,
0.198124
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15140, training loss: 0.20,
0.152849
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 15141, training loss: 0.15,
0.160358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 15142, training loss: 0.16,
0.156514
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15143, training loss: 0.16,
0.163225
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15144, training loss: 0.16,
0.15396
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 15145, training loss: 0.15,
0.14229
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 15146, training loss: 0.14,
0.188656
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 15147, training loss: 0.19,
0.163954
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 15148, training loss: 0.16,
0.228673
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 15149, training loss: 0.23,
0.254315
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 15150, training loss: 0.25,
0.339943
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 15151, training loss: 0.34,
0.15411
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15152, training loss: 0.15,
0.192309
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 15153, training loss: 0.19,
0.198516
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15154, training loss: 0.20,
0.158299
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15155, training loss: 0.16,
0.234462
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 15156, training loss: 0.23,
0.212462
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15157, training loss: 0.21,
0.16383
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15158, training loss: 0.16,
0.154404
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15159, training loss: 0.15,
0.390802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 15160, training loss: 0.39,
0.163912
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15161, training loss: 0.16,
0.19639
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 15162, training loss: 0.20,
0.182114
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15163, training loss: 0.18,
0.182431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 15164, training loss: 0.18,
0.261067
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15165, training loss: 0.26,
0.174587
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15166, training loss: 0.17,
0.191726
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15167, training loss: 0.19,
0.165363
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15168, training loss: 0.17,
0.209917
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15169, training loss: 0.21,
0.220535
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15170, training loss: 0.22,
0.276519
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15171, training loss: 0.28,
0.175041
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15172, training loss: 0.18,
0.259553
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15173, training loss: 0.26,
0.234943
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 15174, training loss: 0.23,
0.158929
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15175, training loss: 0.16,
0.17411
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 15176, training loss: 0.17,
0.150831
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 15177, training loss: 0.15,
0.176877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15178, training loss: 0.18,
0.182704
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15179, training loss: 0.18,
0.344566
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15180, training loss: 0.34,
0.180932
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15181, training loss: 0.18,
0.195447
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15182, training loss: 0.20,
0.170788
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15183, training loss: 0.17,
0.244463
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15184, training loss: 0.24,
0.152171
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15185, training loss: 0.15,
0.177568
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 15186, training loss: 0.18,
0.145555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15187, training loss: 0.15,
0.159396
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 15188, training loss: 0.16,
0.30539
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 15189, training loss: 0.31,
0.213768
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15190, training loss: 0.21,
0.21425
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 15191, training loss: 0.21,
0.231789
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15192, training loss: 0.23,
0.188485
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 15193, training loss: 0.19,
0.213148
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15194, training loss: 0.21,
0.19431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15195, training loss: 0.19,
0.322769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15196, training loss: 0.32,
0.179187
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15197, training loss: 0.18,
0.156959
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15198, training loss: 0.16,
0.261201
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15199, training loss: 0.26,
0.161201
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15200, training loss: 0.16,
0.17215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 15201, training loss: 0.17,
0.261839
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15202, training loss: 0.26,
0.193565
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 15203, training loss: 0.19,
0.192751
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15204, training loss: 0.19,
0.166493
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15205, training loss: 0.17,
0.239279
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 15206, training loss: 0.24,
0.273999
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 15207, training loss: 0.27,
0.208234
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 15208, training loss: 0.21,
0.255508
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15209, training loss: 0.26,
0.274751
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15210, training loss: 0.27,
0.168134
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 15211, training loss: 0.17,
0.186391
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 15212, training loss: 0.19,
0.20433
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 15213, training loss: 0.20,
0.173946
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 15214, training loss: 0.17,
0.192368
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15215, training loss: 0.19,
0.175383
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 15216, training loss: 0.18,
0.174803
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 15217, training loss: 0.17,
0.192048
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 15218, training loss: 0.19,
0.323448
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15219, training loss: 0.32,
0.219118
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 15220, training loss: 0.22,
0.153804
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15221, training loss: 0.15,
0.174345
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15222, training loss: 0.17,
0.183887
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 15223, training loss: 0.18,
0.290662
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 15224, training loss: 0.29,
0.212318
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 15225, training loss: 0.21,
0.164722
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15226, training loss: 0.16,
0.210132
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15227, training loss: 0.21,
0.235035
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 15228, training loss: 0.24,
0.185474
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 15229, training loss: 0.19,
0.208833
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15230, training loss: 0.21,
0.484969
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15231, training loss: 0.48,
0.165884
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15232, training loss: 0.17,
0.147098
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 15233, training loss: 0.15,
0.228964
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15234, training loss: 0.23,
0.204431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15235, training loss: 0.20,
0.222943
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 15236, training loss: 0.22,
0.261833
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15237, training loss: 0.26,
0.156411
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15238, training loss: 0.16,
0.210752
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 15239, training loss: 0.21,
0.174138
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15240, training loss: 0.17,
0.242063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15241, training loss: 0.24,
0.162927
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15242, training loss: 0.16,
0.218966
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15243, training loss: 0.22,
0.368414
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 15244, training loss: 0.37,
0.162091
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 15245, training loss: 0.16,
0.158576
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 15246, training loss: 0.16,
0.164145
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15247, training loss: 0.16,
0.162704
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15248, training loss: 0.16,
0.193661
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15249, training loss: 0.19,
0.153655
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15250, training loss: 0.15,
0.221563
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15251, training loss: 0.22,
0.151239
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 15252, training loss: 0.15,
0.256464
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 15253, training loss: 0.26,
0.220079
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 15254, training loss: 0.22,
0.169108
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 15255, training loss: 0.17,
0.165131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 15256, training loss: 0.17,
0.152895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 15257, training loss: 0.15,
0.213389
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15258, training loss: 0.21,
0.150676
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15259, training loss: 0.15,
0.168647
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 15260, training loss: 0.17,
0.27686
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15261, training loss: 0.28,
0.261879
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15262, training loss: 0.26,
0.204819
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 15263, training loss: 0.20,
0.205414
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 15264, training loss: 0.21,
0.194616
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15265, training loss: 0.19,
0.224457
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 15266, training loss: 0.22,
0.167281
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 15267, training loss: 0.17,
0.160674
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15268, training loss: 0.16,
0.269558
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15269, training loss: 0.27,
0.230697
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15270, training loss: 0.23,
0.17844
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15271, training loss: 0.18,
0.204149
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15272, training loss: 0.20,
0.203205
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 15273, training loss: 0.20,
0.175762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15274, training loss: 0.18,
0.183324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15275, training loss: 0.18,
0.160832
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 15276, training loss: 0.16,
0.166015
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 15277, training loss: 0.17,
0.151466
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15278, training loss: 0.15,
0.185866
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15279, training loss: 0.19,
0.165623
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 15280, training loss: 0.17,
0.248315
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15281, training loss: 0.25,
0.175625
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15282, training loss: 0.18,
0.176235
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 15283, training loss: 0.18,
0.136799
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15284, training loss: 0.14,
0.343482
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15285, training loss: 0.34,
0.207837
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15286, training loss: 0.21,
0.316242
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 15287, training loss: 0.32,
0.186602
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15288, training loss: 0.19,
0.332254
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 15289, training loss: 0.33,
0.289234
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15290, training loss: 0.29,
0.300899
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15291, training loss: 0.30,
0.177198
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15292, training loss: 0.18,
0.262965
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 15293, training loss: 0.26,
0.197097
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 15294, training loss: 0.20,
0.188827
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15295, training loss: 0.19,
0.247672
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 15296, training loss: 0.25,
0.233912
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 15297, training loss: 0.23,
0.192046
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 15298, training loss: 0.19,
0.170668
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15299, training loss: 0.17,
0.182882
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15300, training loss: 0.18,
0.145346
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15301, training loss: 0.15,
0.240211
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15302, training loss: 0.24,
0.220574
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15303, training loss: 0.22,
0.313813
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15304, training loss: 0.31,
0.160013
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15305, training loss: 0.16,
0.211327
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15306, training loss: 0.21,
0.296964
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15307, training loss: 0.30,
0.269255
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15308, training loss: 0.27,
0.197741
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 15309, training loss: 0.20,
0.242358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15310, training loss: 0.24,
0.246652
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 15311, training loss: 0.25,
0.165416
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 15312, training loss: 0.17,
0.164226
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 15313, training loss: 0.16,
0.165798
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15314, training loss: 0.17,
0.249618
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15315, training loss: 0.25,
0.263186
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15316, training loss: 0.26,
0.243413
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 15317, training loss: 0.24,
0.426752
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 15318, training loss: 0.43,
0.144956
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 15319, training loss: 0.14,
0.152153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 15320, training loss: 0.15,
0.19501
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15321, training loss: 0.20,
0.286495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15322, training loss: 0.29,
0.389498
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 15323, training loss: 0.39,
0.273976
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15324, training loss: 0.27,
0.17514
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15325, training loss: 0.18,
0.152493
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15326, training loss: 0.15,
0.18897
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15327, training loss: 0.19,
0.150019
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 15328, training loss: 0.15,
0.190184
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 15329, training loss: 0.19,
0.215945
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15330, training loss: 0.22,
0.206381
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15331, training loss: 0.21,
0.181155
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15332, training loss: 0.18,
0.371785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15333, training loss: 0.37,
0.155946
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15334, training loss: 0.16,
0.192193
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 15335, training loss: 0.19,
0.188588
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 15336, training loss: 0.19,
0.15126
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15337, training loss: 0.15,
0.197279
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 15338, training loss: 0.20,
0.169111
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15339, training loss: 0.17,
0.207257
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15340, training loss: 0.21,
0.149708
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15341, training loss: 0.15,
0.138608
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 15342, training loss: 0.14,
0.180196
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 15343, training loss: 0.18,
0.193766
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 15344, training loss: 0.19,
0.183447
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 15345, training loss: 0.18,
0.19169
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15346, training loss: 0.19,
0.16053
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 15347, training loss: 0.16,
0.159055
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15348, training loss: 0.16,
0.197495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15349, training loss: 0.20,
0.176364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15350, training loss: 0.18,
0.186513
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15351, training loss: 0.19,
0.155072
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15352, training loss: 0.16,
0.165572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 15353, training loss: 0.17,
0.16786
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15354, training loss: 0.17,
0.172379
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15355, training loss: 0.17,
0.174601
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 15356, training loss: 0.17,
0.164213
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15357, training loss: 0.16,
0.149799
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 15358, training loss: 0.15,
0.173267
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15359, training loss: 0.17,
0.236864
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 15360, training loss: 0.24,
0.185615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 15361, training loss: 0.19,
0.168794
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 15362, training loss: 0.17,
0.182567
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15363, training loss: 0.18,
0.186937
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 15364, training loss: 0.19,
0.162756
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15365, training loss: 0.16,
0.151933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 15366, training loss: 0.15,
0.170074
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15367, training loss: 0.17,
0.227771
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 15368, training loss: 0.23,
0.19354
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 15369, training loss: 0.19,
0.318626
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 15370, training loss: 0.32,
0.162545
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15371, training loss: 0.16,
0.207914
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15372, training loss: 0.21,
0.147319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15373, training loss: 0.15,
0.221889
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15374, training loss: 0.22,
0.170234
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 15375, training loss: 0.17,
0.204349
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15376, training loss: 0.20,
0.233729
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15377, training loss: 0.23,
0.149715
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15378, training loss: 0.15,
0.203169
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15379, training loss: 0.20,
0.319325
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 15380, training loss: 0.32,
0.161585
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15381, training loss: 0.16,
0.209803
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15382, training loss: 0.21,
0.195696
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15383, training loss: 0.20,
0.266237
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15384, training loss: 0.27,
0.188515
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15385, training loss: 0.19,
0.145166
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 15386, training loss: 0.15,
0.179661
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15387, training loss: 0.18,
0.171648
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 15388, training loss: 0.17,
0.209781
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 15389, training loss: 0.21,
0.322648
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 15390, training loss: 0.32,
0.147398
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15391, training loss: 0.15,
0.194824
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 15392, training loss: 0.19,
0.183277
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 15393, training loss: 0.18,
0.17703
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15394, training loss: 0.18,
0.166665
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15395, training loss: 0.17,
0.242668
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 15396, training loss: 0.24,
0.16866
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 15397, training loss: 0.17,
0.160106
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 15398, training loss: 0.16,
0.221845
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15399, training loss: 0.22,
0.204653
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15400, training loss: 0.20,
0.244734
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15401, training loss: 0.24,
0.185453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15402, training loss: 0.19,
0.208351
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 15403, training loss: 0.21,
0.186775
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 15404, training loss: 0.19,
0.178887
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 15405, training loss: 0.18,
0.170088
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 15406, training loss: 0.17,
0.208419
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 15407, training loss: 0.21,
0.147197
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 15408, training loss: 0.15,
0.176987
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15409, training loss: 0.18,
0.265518
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15410, training loss: 0.27,
0.147271
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 15411, training loss: 0.15,
0.154745
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 15412, training loss: 0.15,
0.163443
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15413, training loss: 0.16,
0.224629
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15414, training loss: 0.22,
0.179228
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 15415, training loss: 0.18,
0.160098
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 15416, training loss: 0.16,
0.196012
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15417, training loss: 0.20,
0.168885
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15418, training loss: 0.17,
0.173998
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 15419, training loss: 0.17,
0.178628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 15420, training loss: 0.18,
0.207438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15421, training loss: 0.21,
0.276621
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 15422, training loss: 0.28,
0.248958
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15423, training loss: 0.25,
0.178091
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15424, training loss: 0.18,
0.18819
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 15425, training loss: 0.19,
0.22176
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15426, training loss: 0.22,
0.138094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15427, training loss: 0.14,
0.198103
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 15428, training loss: 0.20,
0.272823
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15429, training loss: 0.27,
0.213464
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15430, training loss: 0.21,
0.150572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15431, training loss: 0.15,
0.167373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15432, training loss: 0.17,
0.330839
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 15433, training loss: 0.33,
0.151236
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15434, training loss: 0.15,
0.19234
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15435, training loss: 0.19,
0.144334
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 15436, training loss: 0.14,
0.270383
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 15437, training loss: 0.27,
0.284147
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 15438, training loss: 0.28,
0.189247
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15439, training loss: 0.19,
0.172767
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 15440, training loss: 0.17,
0.263953
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 15441, training loss: 0.26,
0.143728
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 15442, training loss: 0.14,
0.184505
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15443, training loss: 0.18,
0.17351
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15444, training loss: 0.17,
0.274901
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15445, training loss: 0.27,
0.164854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 15446, training loss: 0.16,
0.346247
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 15447, training loss: 0.35,
0.379139
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 15448, training loss: 0.38,
0.20446
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15449, training loss: 0.20,
0.178624
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15450, training loss: 0.18,
0.171987
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15451, training loss: 0.17,
0.194931
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 15452, training loss: 0.19,
0.173245
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15453, training loss: 0.17,
0.15129
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 15454, training loss: 0.15,
0.185872
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 15455, training loss: 0.19,
0.187573
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 15456, training loss: 0.19,
0.141173
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15457, training loss: 0.14,
0.172176
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 15458, training loss: 0.17,
0.211801
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 15459, training loss: 0.21,
0.161878
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 15460, training loss: 0.16,
0.330921
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 15461, training loss: 0.33,
0.165122
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15462, training loss: 0.17,
0.163323
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15463, training loss: 0.16,
0.151233
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15464, training loss: 0.15,
0.152816
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15465, training loss: 0.15,
0.196886
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15466, training loss: 0.20,
0.186696
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15467, training loss: 0.19,
0.19413
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 15468, training loss: 0.19,
0.205579
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15469, training loss: 0.21,
0.183337
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 15470, training loss: 0.18,
0.185244
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15471, training loss: 0.19,
0.299668
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15472, training loss: 0.30,
0.17313
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 15473, training loss: 0.17,
0.191831
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15474, training loss: 0.19,
0.228254
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 15475, training loss: 0.23,
0.198603
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15476, training loss: 0.20,
0.189244
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15477, training loss: 0.19,
0.180021
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15478, training loss: 0.18,
0.23174
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15479, training loss: 0.23,
0.194089
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15480, training loss: 0.19,
0.18828
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15481, training loss: 0.19,
0.389518
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15482, training loss: 0.39,
0.198385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 15483, training loss: 0.20,
0.253951
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 15484, training loss: 0.25,
0.199672
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 15485, training loss: 0.20,
0.187764
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15486, training loss: 0.19,
0.211584
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 15487, training loss: 0.21,
0.162313
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 15488, training loss: 0.16,
0.160706
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15489, training loss: 0.16,
0.272497
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15490, training loss: 0.27,
0.169339
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15491, training loss: 0.17,
0.228137
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 15492, training loss: 0.23,
0.329566
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15493, training loss: 0.33,
0.175113
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 15494, training loss: 0.18,
0.363962
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 15495, training loss: 0.36,
0.206705
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 15496, training loss: 0.21,
0.169006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 15497, training loss: 0.17,
0.280605
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 15498, training loss: 0.28,
0.171376
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15499, training loss: 0.17,
0.309413
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15500, training loss: 0.31,
0.156557
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 15501, training loss: 0.16,
0.202267
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15502, training loss: 0.20,
0.199352
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15503, training loss: 0.20,
0.175222
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 15504, training loss: 0.18,
0.2094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15505, training loss: 0.21,
0.151941
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15506, training loss: 0.15,
0.2638
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 15507, training loss: 0.26,
0.21012
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 15508, training loss: 0.21,
0.249534
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15509, training loss: 0.25,
0.152315
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15510, training loss: 0.15,
0.159021
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15511, training loss: 0.16,
0.146414
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15512, training loss: 0.15,
0.247235
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15513, training loss: 0.25,
0.174001
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15514, training loss: 0.17,
0.167234
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15515, training loss: 0.17,
0.165694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15516, training loss: 0.17,
0.247503
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 15517, training loss: 0.25,
0.205171
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15518, training loss: 0.21,
0.25333
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15519, training loss: 0.25,
0.176327
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15520, training loss: 0.18,
0.280465
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15521, training loss: 0.28,
0.167803
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 15522, training loss: 0.17,
0.147578
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 15523, training loss: 0.15,
0.15049
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 15524, training loss: 0.15,
0.187757
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 15525, training loss: 0.19,
0.164866
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15526, training loss: 0.16,
0.166961
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15527, training loss: 0.17,
0.179732
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15528, training loss: 0.18,
0.205514
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15529, training loss: 0.21,
0.141799
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15530, training loss: 0.14,
0.196178
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15531, training loss: 0.20,
0.16302
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 15532, training loss: 0.16,
0.156991
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15533, training loss: 0.16,
0.239511
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15534, training loss: 0.24,
0.179813
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 15535, training loss: 0.18,
0.264462
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15536, training loss: 0.26,
0.202663
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 15537, training loss: 0.20,
0.363729
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 15538, training loss: 0.36,
0.195753
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15539, training loss: 0.20,
0.336391
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15540, training loss: 0.34,
0.264225
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15541, training loss: 0.26,
0.169679
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15542, training loss: 0.17,
0.160655
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15543, training loss: 0.16,
0.201387
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15544, training loss: 0.20,
0.292854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 15545, training loss: 0.29,
0.243049
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15546, training loss: 0.24,
0.174924
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15547, training loss: 0.17,
0.24911
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 15548, training loss: 0.25,
0.232372
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 15549, training loss: 0.23,
0.220314
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15550, training loss: 0.22,
0.155939
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 15551, training loss: 0.16,
0.172226
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15552, training loss: 0.17,
0.184788
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15553, training loss: 0.18,
0.208899
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 15554, training loss: 0.21,
0.264586
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 15555, training loss: 0.26,
0.183153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 15556, training loss: 0.18,
0.145277
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15557, training loss: 0.15,
0.174375
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 15558, training loss: 0.17,
0.237198
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15559, training loss: 0.24,
0.164094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15560, training loss: 0.16,
0.147418
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 15561, training loss: 0.15,
0.203075
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 15562, training loss: 0.20,
0.31742
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15563, training loss: 0.32,
0.18084
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15564, training loss: 0.18,
0.148647
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 15565, training loss: 0.15,
0.185875
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15566, training loss: 0.19,
0.289764
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15567, training loss: 0.29,
0.169782
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15568, training loss: 0.17,
0.211975
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 15569, training loss: 0.21,
0.195124
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15570, training loss: 0.20,
0.150505
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15571, training loss: 0.15,
0.147674
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15572, training loss: 0.15,
0.180492
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 15573, training loss: 0.18,
0.254144
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 15574, training loss: 0.25,
0.140085
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 15575, training loss: 0.14,
0.178689
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15576, training loss: 0.18,
0.175159
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 15577, training loss: 0.18,
0.188831
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15578, training loss: 0.19,
0.213334
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15579, training loss: 0.21,
0.165884
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 15580, training loss: 0.17,
0.17728
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15581, training loss: 0.18,
0.205044
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15582, training loss: 0.21,
0.202355
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 15583, training loss: 0.20,
0.211903
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 15584, training loss: 0.21,
0.21295
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15585, training loss: 0.21,
0.163005
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15586, training loss: 0.16,
0.174799
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 15587, training loss: 0.17,
0.252605
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15588, training loss: 0.25,
0.132872
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15589, training loss: 0.13,
0.170948
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 15590, training loss: 0.17,
0.156346
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 15591, training loss: 0.16,
0.199327
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15592, training loss: 0.20,
0.194579
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15593, training loss: 0.19,
0.183464
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15594, training loss: 0.18,
0.344007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 15595, training loss: 0.34,
0.209563
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15596, training loss: 0.21,
0.15511
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15597, training loss: 0.16,
0.162016
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 15598, training loss: 0.16,
0.195062
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15599, training loss: 0.20,
0.167555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15600, training loss: 0.17,
0.172667
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 15601, training loss: 0.17,
0.159926
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 15602, training loss: 0.16,
0.169402
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15603, training loss: 0.17,
0.228689
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 15604, training loss: 0.23,
0.153448
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15605, training loss: 0.15,
0.181127
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15606, training loss: 0.18,
0.161048
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 15607, training loss: 0.16,
0.151589
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15608, training loss: 0.15,
0.17174
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15609, training loss: 0.17,
0.230436
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15610, training loss: 0.23,
0.217245
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15611, training loss: 0.22,
0.149647
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 15612, training loss: 0.15,
0.151807
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15613, training loss: 0.15,
0.246674
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15614, training loss: 0.25,
0.249135
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 15615, training loss: 0.25,
0.18183
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15616, training loss: 0.18,
0.24549
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15617, training loss: 0.25,
0.173343
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15618, training loss: 0.17,
0.210663
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 15619, training loss: 0.21,
0.190481
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15620, training loss: 0.19,
0.171901
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15621, training loss: 0.17,
0.149899
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15622, training loss: 0.15,
0.202593
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15623, training loss: 0.20,
0.203358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15624, training loss: 0.20,
0.214249
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 15625, training loss: 0.21,
0.173241
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15626, training loss: 0.17,
0.168007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15627, training loss: 0.17,
0.180519
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 15628, training loss: 0.18,
0.242675
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15629, training loss: 0.24,
0.157479
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 15630, training loss: 0.16,
0.156366
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15631, training loss: 0.16,
0.179756
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 15632, training loss: 0.18,
0.184153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15633, training loss: 0.18,
0.246899
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 15634, training loss: 0.25,
0.195013
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15635, training loss: 0.20,
0.156571
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15636, training loss: 0.16,
0.190786
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 15637, training loss: 0.19,
0.175765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15638, training loss: 0.18,
0.155967
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 15639, training loss: 0.16,
0.146373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15640, training loss: 0.15,
0.181242
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 15641, training loss: 0.18,
0.244939
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15642, training loss: 0.24,
0.185701
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 15643, training loss: 0.19,
0.164528
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 15644, training loss: 0.16,
0.172548
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15645, training loss: 0.17,
0.160386
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 15646, training loss: 0.16,
0.167027
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15647, training loss: 0.17,
0.16363
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15648, training loss: 0.16,
0.154186
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15649, training loss: 0.15,
0.281771
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 15650, training loss: 0.28,
0.346777
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15651, training loss: 0.35,
0.183789
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 15652, training loss: 0.18,
0.164688
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15653, training loss: 0.16,
0.283235
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 15654, training loss: 0.28,
0.243198
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15655, training loss: 0.24,
0.248564
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 15656, training loss: 0.25,
0.173068
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15657, training loss: 0.17,
0.187092
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15658, training loss: 0.19,
0.17871
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15659, training loss: 0.18,
0.166715
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15660, training loss: 0.17,
0.175644
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15661, training loss: 0.18,
0.168535
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 15662, training loss: 0.17,
0.135186
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 15663, training loss: 0.14,
0.162026
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 15664, training loss: 0.16,
0.188773
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15665, training loss: 0.19,
0.172984
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 15666, training loss: 0.17,
0.193928
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15667, training loss: 0.19,
0.163176
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 15668, training loss: 0.16,
0.163173
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15669, training loss: 0.16,
0.176783
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15670, training loss: 0.18,
0.183182
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15671, training loss: 0.18,
0.15068
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 15672, training loss: 0.15,
0.254458
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15673, training loss: 0.25,
0.173103
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 15674, training loss: 0.17,
0.442067
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15675, training loss: 0.44,
0.268454
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15676, training loss: 0.27,
0.190264
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15677, training loss: 0.19,
0.169298
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15678, training loss: 0.17,
0.231663
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15679, training loss: 0.23,
0.155905
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 15680, training loss: 0.16,
0.161057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 15681, training loss: 0.16,
0.163367
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15682, training loss: 0.16,
0.172425
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 15683, training loss: 0.17,
0.198348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15684, training loss: 0.20,
0.158975
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15685, training loss: 0.16,
0.164634
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15686, training loss: 0.16,
0.184631
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 15687, training loss: 0.18,
0.212133
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15688, training loss: 0.21,
0.230176
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15689, training loss: 0.23,
0.185355
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 15690, training loss: 0.19,
0.218824
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15691, training loss: 0.22,
0.162717
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15692, training loss: 0.16,
0.153257
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15693, training loss: 0.15,
0.187617
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15694, training loss: 0.19,
0.229227
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15695, training loss: 0.23,
0.183135
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15696, training loss: 0.18,
0.223938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15697, training loss: 0.22,
0.169043
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15698, training loss: 0.17,
0.283833
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15699, training loss: 0.28,
0.257379
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15700, training loss: 0.26,
0.181143
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 15701, training loss: 0.18,
0.238781
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 15702, training loss: 0.24,
0.186067
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15703, training loss: 0.19,
0.161295
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 15704, training loss: 0.16,
0.163461
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15705, training loss: 0.16,
0.188616
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15706, training loss: 0.19,
0.165454
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 15707, training loss: 0.17,
0.231751
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 15708, training loss: 0.23,
0.180185
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 15709, training loss: 0.18,
0.183775
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15710, training loss: 0.18,
0.150625
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15711, training loss: 0.15,
0.169344
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15712, training loss: 0.17,
0.326295
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15713, training loss: 0.33,
0.213012
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15714, training loss: 0.21,
0.147735
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15715, training loss: 0.15,
0.226924
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15716, training loss: 0.23,
0.17755
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15717, training loss: 0.18,
0.162224
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 15718, training loss: 0.16,
0.18835
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15719, training loss: 0.19,
0.156937
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 15720, training loss: 0.16,
0.180358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 15721, training loss: 0.18,
0.184229
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 15722, training loss: 0.18,
0.169259
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15723, training loss: 0.17,
0.185539
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15724, training loss: 0.19,
0.170949
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15725, training loss: 0.17,
0.167884
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15726, training loss: 0.17,
0.217411
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15727, training loss: 0.22,
0.183324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 15728, training loss: 0.18,
0.165276
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 15729, training loss: 0.17,
0.161071
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15730, training loss: 0.16,
0.195638
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 15731, training loss: 0.20,
0.179148
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15732, training loss: 0.18,
0.299356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 15733, training loss: 0.30,
0.187214
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 15734, training loss: 0.19,
0.142337
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 15735, training loss: 0.14,
0.175859
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 15736, training loss: 0.18,
0.1383
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 15737, training loss: 0.14,
0.291176
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15738, training loss: 0.29,
0.193463
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 15739, training loss: 0.19,
0.319946
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 15740, training loss: 0.32,
0.203934
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15741, training loss: 0.20,
0.181625
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15742, training loss: 0.18,
0.242312
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15743, training loss: 0.24,
0.172683
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15744, training loss: 0.17,
0.169021
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 15745, training loss: 0.17,
0.189901
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15746, training loss: 0.19,
0.200693
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15747, training loss: 0.20,
0.280021
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15748, training loss: 0.28,
0.202337
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15749, training loss: 0.20,
0.212538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 15750, training loss: 0.21,
0.204504
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 15751, training loss: 0.20,
0.179992
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 15752, training loss: 0.18,
0.16202
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15753, training loss: 0.16,
0.210262
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 15754, training loss: 0.21,
0.173494
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 15755, training loss: 0.17,
0.171713
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15756, training loss: 0.17,
0.246405
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15757, training loss: 0.25,
0.149693
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15758, training loss: 0.15,
0.223463
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 15759, training loss: 0.22,
0.189629
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 15760, training loss: 0.19,
0.178029
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15761, training loss: 0.18,
0.219364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 15762, training loss: 0.22,
0.209383
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15763, training loss: 0.21,
0.175183
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15764, training loss: 0.18,
0.194504
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15765, training loss: 0.19,
0.231037
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 15766, training loss: 0.23,
0.161179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15767, training loss: 0.16,
0.224975
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15768, training loss: 0.22,
0.15787
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15769, training loss: 0.16,
0.151763
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 15770, training loss: 0.15,
0.193823
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15771, training loss: 0.19,
0.240346
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15772, training loss: 0.24,
0.275803
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15773, training loss: 0.28,
0.176271
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15774, training loss: 0.18,
0.156964
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15775, training loss: 0.16,
0.179467
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15776, training loss: 0.18,
0.161648
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15777, training loss: 0.16,
0.143762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15778, training loss: 0.14,
0.204333
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 15779, training loss: 0.20,
0.250366
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15780, training loss: 0.25,
0.153563
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15781, training loss: 0.15,
0.237771
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 15782, training loss: 0.24,
0.168642
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15783, training loss: 0.17,
0.188866
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15784, training loss: 0.19,
0.155782
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15785, training loss: 0.16,
0.153023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 15786, training loss: 0.15,
0.175872
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15787, training loss: 0.18,
0.208472
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 15788, training loss: 0.21,
0.216206
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15789, training loss: 0.22,
0.16516
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15790, training loss: 0.17,
0.167634
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15791, training loss: 0.17,
0.166787
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 15792, training loss: 0.17,
0.160318
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 15793, training loss: 0.16,
0.349281
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 15794, training loss: 0.35,
0.172309
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 15795, training loss: 0.17,
0.141339
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15796, training loss: 0.14,
0.314943
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 15797, training loss: 0.31,
0.185205
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 15798, training loss: 0.19,
0.15085
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15799, training loss: 0.15,
0.153761
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15800, training loss: 0.15,
0.15185
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15801, training loss: 0.15,
0.252869
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 15802, training loss: 0.25,
0.153273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15803, training loss: 0.15,
0.185504
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15804, training loss: 0.19,
0.200479
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 15805, training loss: 0.20,
0.246922
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 15806, training loss: 0.25,
0.174411
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15807, training loss: 0.17,
0.19299
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 15808, training loss: 0.19,
0.173365
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15809, training loss: 0.17,
0.145102
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 15810, training loss: 0.15,
0.148098
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 15811, training loss: 0.15,
0.198947
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15812, training loss: 0.20,
0.15163
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 15813, training loss: 0.15,
0.189079
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15814, training loss: 0.19,
0.147825
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15815, training loss: 0.15,
0.16044
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15816, training loss: 0.16,
0.14366
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15817, training loss: 0.14,
0.170602
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15818, training loss: 0.17,
0.265161
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 15819, training loss: 0.27,
0.213873
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 15820, training loss: 0.21,
0.176585
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15821, training loss: 0.18,
0.183268
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15822, training loss: 0.18,
0.296133
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15823, training loss: 0.30,
0.354341
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 15824, training loss: 0.35,
0.161871
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15825, training loss: 0.16,
0.1658
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 15826, training loss: 0.17,
0.180261
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15827, training loss: 0.18,
0.176265
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15828, training loss: 0.18,
0.176658
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 15829, training loss: 0.18,
0.135946
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15830, training loss: 0.14,
0.191764
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15831, training loss: 0.19,
0.186582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 15832, training loss: 0.19,
0.265529
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15833, training loss: 0.27,
0.213845
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 15834, training loss: 0.21,
0.28663
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 15835, training loss: 0.29,
0.218437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 15836, training loss: 0.22,
0.185293
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 15837, training loss: 0.19,
0.18865
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15838, training loss: 0.19,
0.171972
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 15839, training loss: 0.17,
0.155654
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 15840, training loss: 0.16,
0.245262
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15841, training loss: 0.25,
0.174512
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15842, training loss: 0.17,
0.153841
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15843, training loss: 0.15,
0.181939
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15844, training loss: 0.18,
0.155364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15845, training loss: 0.16,
0.265947
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15846, training loss: 0.27,
0.174586
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 15847, training loss: 0.17,
0.16116
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15848, training loss: 0.16,
0.216484
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15849, training loss: 0.22,
0.165863
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 15850, training loss: 0.17,
0.323751
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 15851, training loss: 0.32,
0.228272
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15852, training loss: 0.23,
0.163437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 15853, training loss: 0.16,
0.158486
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15854, training loss: 0.16,
0.179385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15855, training loss: 0.18,
0.172386
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 15856, training loss: 0.17,
0.20122
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15857, training loss: 0.20,
0.145639
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15858, training loss: 0.15,
0.23044
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15859, training loss: 0.23,
0.168291
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15860, training loss: 0.17,
0.146287
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15861, training loss: 0.15,
0.372821
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 15862, training loss: 0.37,
0.230653
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15863, training loss: 0.23,
0.177504
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 15864, training loss: 0.18,
0.177612
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15865, training loss: 0.18,
0.360785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15866, training loss: 0.36,
0.408989
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15867, training loss: 0.41,
0.196971
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15868, training loss: 0.20,
0.217262
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15869, training loss: 0.22,
0.190607
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15870, training loss: 0.19,
0.256156
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 15871, training loss: 0.26,
0.206472
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 15872, training loss: 0.21,
0.148417
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15873, training loss: 0.15,
0.191104
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15874, training loss: 0.19,
0.147648
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 15875, training loss: 0.15,
0.192071
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 15876, training loss: 0.19,
0.152944
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15877, training loss: 0.15,
0.19948
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15878, training loss: 0.20,
0.176284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 15879, training loss: 0.18,
0.173359
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 15880, training loss: 0.17,
0.145073
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 15881, training loss: 0.15,
0.162939
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 15882, training loss: 0.16,
0.18161
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15883, training loss: 0.18,
0.272818
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15884, training loss: 0.27,
0.176558
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 15885, training loss: 0.18,
0.153481
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 15886, training loss: 0.15,
0.270887
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15887, training loss: 0.27,
0.192452
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15888, training loss: 0.19,
0.278231
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15889, training loss: 0.28,
0.2257
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15890, training loss: 0.23,
0.255978
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15891, training loss: 0.26,
0.187677
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 15892, training loss: 0.19,
0.203543
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15893, training loss: 0.20,
0.168557
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15894, training loss: 0.17,
0.228924
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15895, training loss: 0.23,
0.193526
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15896, training loss: 0.19,
0.228977
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15897, training loss: 0.23,
0.168655
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15898, training loss: 0.17,
0.209032
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15899, training loss: 0.21,
0.221703
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15900, training loss: 0.22,
0.202503
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15901, training loss: 0.20,
0.186803
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15902, training loss: 0.19,
0.256952
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15903, training loss: 0.26,
0.196534
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15904, training loss: 0.20,
0.166122
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15905, training loss: 0.17,
0.142199
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 15906, training loss: 0.14,
0.190273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 15907, training loss: 0.19,
0.131124
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15908, training loss: 0.13,
0.146079
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15909, training loss: 0.15,
0.373176
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15910, training loss: 0.37,
0.190333
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 15911, training loss: 0.19,
0.173769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15912, training loss: 0.17,
0.176654
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15913, training loss: 0.18,
0.2413
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 15914, training loss: 0.24,
0.211227
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15915, training loss: 0.21,
0.144913
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15916, training loss: 0.14,
0.16045
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 15917, training loss: 0.16,
0.226272
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15918, training loss: 0.23,
0.193769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 15919, training loss: 0.19,
0.179038
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15920, training loss: 0.18,
0.141435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15921, training loss: 0.14,
0.28123
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15922, training loss: 0.28,
0.14513
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15923, training loss: 0.15,
0.154907
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15924, training loss: 0.15,
0.240193
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 15925, training loss: 0.24,
0.201782
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 15926, training loss: 0.20,
0.16765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 15927, training loss: 0.17,
0.183888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 15928, training loss: 0.18,
0.135344
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15929, training loss: 0.14,
0.152094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15930, training loss: 0.15,
0.196483
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15931, training loss: 0.20,
0.179346
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15932, training loss: 0.18,
0.174916
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15933, training loss: 0.17,
0.142431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15934, training loss: 0.14,
0.305432
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15935, training loss: 0.31,
0.144875
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15936, training loss: 0.14,
0.216688
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15937, training loss: 0.22,
0.239782
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15938, training loss: 0.24,
0.311028
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 15939, training loss: 0.31,
0.373056
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 15940, training loss: 0.37,
0.151089
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15941, training loss: 0.15,
0.230959
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 15942, training loss: 0.23,
0.152069
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15943, training loss: 0.15,
0.168701
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 15944, training loss: 0.17,
0.178318
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 15945, training loss: 0.18,
0.157424
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 15946, training loss: 0.16,
0.203156
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15947, training loss: 0.20,
0.24127
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15948, training loss: 0.24,
0.185662
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15949, training loss: 0.19,
0.157678
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15950, training loss: 0.16,
0.226153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 15951, training loss: 0.23,
0.23323
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 15952, training loss: 0.23,
0.189197
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15953, training loss: 0.19,
0.159441
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 15954, training loss: 0.16,
0.155104
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 15955, training loss: 0.16,
0.139969
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15956, training loss: 0.14,
0.179451
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15957, training loss: 0.18,
0.151697
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15958, training loss: 0.15,
0.158535
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15959, training loss: 0.16,
0.144917
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 15960, training loss: 0.14,
0.189338
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15961, training loss: 0.19,
0.160134
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 15962, training loss: 0.16,
0.186996
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 15963, training loss: 0.19,
0.186838
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 15964, training loss: 0.19,
0.149645
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15965, training loss: 0.15,
0.146717
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 15966, training loss: 0.15,
0.166678
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 15967, training loss: 0.17,
0.143791
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 15968, training loss: 0.14,
0.201967
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15969, training loss: 0.20,
0.201364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 15970, training loss: 0.20,
0.199323
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 15971, training loss: 0.20,
0.1454
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 15972, training loss: 0.15,
0.145242
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15973, training loss: 0.15,
0.222099
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 15974, training loss: 0.22,
0.164961
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 15975, training loss: 0.16,
0.171989
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 15976, training loss: 0.17,
0.20216
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15977, training loss: 0.20,
0.148215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15978, training loss: 0.15,
0.155179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15979, training loss: 0.16,
0.154309
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15980, training loss: 0.15,
0.335285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 15981, training loss: 0.34,
0.139972
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 15982, training loss: 0.14,
0.257614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 15983, training loss: 0.26,
0.191408
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 15984, training loss: 0.19,
0.144738
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 15985, training loss: 0.14,
0.224333
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15986, training loss: 0.22,
0.22125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 15987, training loss: 0.22,
0.249007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 15988, training loss: 0.25,
0.187086
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15989, training loss: 0.19,
0.251044
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 15990, training loss: 0.25,
0.342279
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 15991, training loss: 0.34,
0.240718
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 15992, training loss: 0.24,
0.137036
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 15993, training loss: 0.14,
0.168283
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15994, training loss: 0.17,
0.233824
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 15995, training loss: 0.23,
0.204508
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 15996, training loss: 0.20,
0.21309
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 15997, training loss: 0.21,
0.227903
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 15998, training loss: 0.23,
0.377679
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 15999, training loss: 0.38,
0.173489
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16000, training loss: 0.17,
0.310281
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 16001, training loss: 0.31,
0.218144
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 16002, training loss: 0.22,
0.22555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16003, training loss: 0.23,
0.225833
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 16004, training loss: 0.23,
0.178347
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16005, training loss: 0.18,
0.218642
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 16006, training loss: 0.22,
0.250065
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 16007, training loss: 0.25,
0.302986
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16008, training loss: 0.30,
0.18146
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16009, training loss: 0.18,
0.18813
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16010, training loss: 0.19,
0.239275
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16011, training loss: 0.24,
0.20162
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16012, training loss: 0.20,
0.152195
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16013, training loss: 0.15,
0.222807
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16014, training loss: 0.22,
0.153064
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16015, training loss: 0.15,
0.209101
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16016, training loss: 0.21,
0.153523
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16017, training loss: 0.15,
0.269259
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16018, training loss: 0.27,
0.15762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16019, training loss: 0.16,
0.186951
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16020, training loss: 0.19,
0.178415
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16021, training loss: 0.18,
0.145369
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 16022, training loss: 0.15,
0.175215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 16023, training loss: 0.18,
0.162339
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 16024, training loss: 0.16,
0.145784
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 16025, training loss: 0.15,
0.212552
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16026, training loss: 0.21,
0.147057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 16027, training loss: 0.15,
0.163851
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16028, training loss: 0.16,
0.220642
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16029, training loss: 0.22,
0.215481
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16030, training loss: 0.22,
0.174189
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 16031, training loss: 0.17,
0.17759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 16032, training loss: 0.18,
0.218981
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16033, training loss: 0.22,
0.38137
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16034, training loss: 0.38,
0.154701
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16035, training loss: 0.15,
0.168057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16036, training loss: 0.17,
0.175032
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16037, training loss: 0.18,
0.259634
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16038, training loss: 0.26,
0.210624
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16039, training loss: 0.21,
0.226209
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 16040, training loss: 0.23,
0.16178
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16041, training loss: 0.16,
0.18881
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 16042, training loss: 0.19,
0.255963
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 16043, training loss: 0.26,
0.185519
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 16044, training loss: 0.19,
0.227169
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16045, training loss: 0.23,
0.153485
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16046, training loss: 0.15,
0.22664
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16047, training loss: 0.23,
0.281088
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 16048, training loss: 0.28,
0.203267
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16049, training loss: 0.20,
0.157761
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 16050, training loss: 0.16,
0.16649
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 16051, training loss: 0.17,
0.227305
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16052, training loss: 0.23,
0.268028
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16053, training loss: 0.27,
0.178065
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16054, training loss: 0.18,
0.154233
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16055, training loss: 0.15,
0.179624
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16056, training loss: 0.18,
0.166463
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16057, training loss: 0.17,
0.158023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16058, training loss: 0.16,
0.15922
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16059, training loss: 0.16,
0.156784
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16060, training loss: 0.16,
0.158798
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16061, training loss: 0.16,
0.167404
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16062, training loss: 0.17,
0.25564
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16063, training loss: 0.26,
0.152775
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16064, training loss: 0.15,
0.303431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 16065, training loss: 0.30,
0.174927
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16066, training loss: 0.17,
0.235667
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 16067, training loss: 0.24,
0.163486
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 16068, training loss: 0.16,
0.22914
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 16069, training loss: 0.23,
0.152901
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16070, training loss: 0.15,
0.159778
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16071, training loss: 0.16,
0.203612
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16072, training loss: 0.20,
0.324223
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16073, training loss: 0.32,
0.16077
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16074, training loss: 0.16,
0.238879
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16075, training loss: 0.24,
0.219317
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16076, training loss: 0.22,
0.158382
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16077, training loss: 0.16,
0.161091
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16078, training loss: 0.16,
0.139736
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16079, training loss: 0.14,
0.168591
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16080, training loss: 0.17,
0.166347
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 16081, training loss: 0.17,
0.180906
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16082, training loss: 0.18,
0.29551
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16083, training loss: 0.30,
0.208435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16084, training loss: 0.21,
0.188051
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16085, training loss: 0.19,
0.19729
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16086, training loss: 0.20,
0.145528
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16087, training loss: 0.15,
0.15815
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16088, training loss: 0.16,
0.154923
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16089, training loss: 0.15,
0.232584
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 16090, training loss: 0.23,
0.262402
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 16091, training loss: 0.26,
0.211588
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16092, training loss: 0.21,
0.187522
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16093, training loss: 0.19,
0.195635
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16094, training loss: 0.20,
0.15005
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16095, training loss: 0.15,
0.169091
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16096, training loss: 0.17,
0.180784
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16097, training loss: 0.18,
0.227184
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 16098, training loss: 0.23,
0.235166
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16099, training loss: 0.24,
0.158362
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16100, training loss: 0.16,
0.157937
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 16101, training loss: 0.16,
0.224832
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16102, training loss: 0.22,
0.194122
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 16103, training loss: 0.19,
0.2017
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16104, training loss: 0.20,
0.144516
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16105, training loss: 0.14,
0.244317
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 16106, training loss: 0.24,
0.234726
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16107, training loss: 0.23,
0.149187
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16108, training loss: 0.15,
0.163616
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 16109, training loss: 0.16,
0.153208
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 16110, training loss: 0.15,
0.16098
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 16111, training loss: 0.16,
0.146393
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16112, training loss: 0.15,
0.405879
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 16113, training loss: 0.41,
0.146153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 16114, training loss: 0.15,
0.252273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16115, training loss: 0.25,
0.160038
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16116, training loss: 0.16,
0.21531
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16117, training loss: 0.22,
0.166849
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 16118, training loss: 0.17,
0.189337
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 16119, training loss: 0.19,
0.15439
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16120, training loss: 0.15,
0.203739
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16121, training loss: 0.20,
0.186323
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16122, training loss: 0.19,
0.139255
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16123, training loss: 0.14,
0.221052
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16124, training loss: 0.22,
0.213054
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16125, training loss: 0.21,
0.149908
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16126, training loss: 0.15,
0.16452
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16127, training loss: 0.16,
0.256349
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16128, training loss: 0.26,
0.23216
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16129, training loss: 0.23,
0.185853
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16130, training loss: 0.19,
0.149883
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 16131, training loss: 0.15,
0.186242
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16132, training loss: 0.19,
0.316088
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16133, training loss: 0.32,
0.142509
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16134, training loss: 0.14,
0.143234
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16135, training loss: 0.14,
0.248281
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16136, training loss: 0.25,
0.181608
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16137, training loss: 0.18,
0.192431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 16138, training loss: 0.19,
0.222989
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16139, training loss: 0.22,
0.269652
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16140, training loss: 0.27,
0.194134
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16141, training loss: 0.19,
0.146166
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 16142, training loss: 0.15,
0.227804
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16143, training loss: 0.23,
0.173731
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 16144, training loss: 0.17,
0.249735
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16145, training loss: 0.25,
0.144336
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16146, training loss: 0.14,
0.161021
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16147, training loss: 0.16,
0.152967
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16148, training loss: 0.15,
0.212126
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16149, training loss: 0.21,
0.179805
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16150, training loss: 0.18,
0.273292
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16151, training loss: 0.27,
0.155907
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16152, training loss: 0.16,
0.266505
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16153, training loss: 0.27,
0.189248
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 16154, training loss: 0.19,
0.167605
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16155, training loss: 0.17,
0.301319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16156, training loss: 0.30,
0.157238
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 16157, training loss: 0.16,
0.304693
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 16158, training loss: 0.30,
0.302458
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16159, training loss: 0.30,
0.155306
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16160, training loss: 0.16,
0.195066
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 16161, training loss: 0.20,
0.157847
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16162, training loss: 0.16,
0.156767
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16163, training loss: 0.16,
0.193828
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16164, training loss: 0.19,
0.184058
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 16165, training loss: 0.18,
0.330508
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16166, training loss: 0.33,
0.165274
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16167, training loss: 0.17,
0.162223
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16168, training loss: 0.16,
0.145116
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16169, training loss: 0.15,
0.174288
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16170, training loss: 0.17,
0.155699
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 16171, training loss: 0.16,
0.348907
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16172, training loss: 0.35,
0.203448
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16173, training loss: 0.20,
0.231105
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16174, training loss: 0.23,
0.201134
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16175, training loss: 0.20,
0.176814
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16176, training loss: 0.18,
0.211264
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16177, training loss: 0.21,
0.151742
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 16178, training loss: 0.15,
0.213175
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16179, training loss: 0.21,
0.201348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16180, training loss: 0.20,
0.164292
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 16181, training loss: 0.16,
0.149803
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 16182, training loss: 0.15,
0.196736
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16183, training loss: 0.20,
0.145176
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16184, training loss: 0.15,
0.242321
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 16185, training loss: 0.24,
0.193168
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16186, training loss: 0.19,
0.164269
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 16187, training loss: 0.16,
0.408266
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16188, training loss: 0.41,
0.204771
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 16189, training loss: 0.20,
0.292194
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 16190, training loss: 0.29,
0.152687
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16191, training loss: 0.15,
0.284907
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 16192, training loss: 0.28,
0.149211
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16193, training loss: 0.15,
0.186559
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16194, training loss: 0.19,
0.13737
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16195, training loss: 0.14,
0.182227
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 16196, training loss: 0.18,
0.167333
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 16197, training loss: 0.17,
0.270836
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 16198, training loss: 0.27,
0.185064
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 16199, training loss: 0.19,
0.24057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16200, training loss: 0.24,
0.173246
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 16201, training loss: 0.17,
0.169585
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16202, training loss: 0.17,
0.165054
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16203, training loss: 0.17,
0.16437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 16204, training loss: 0.16,
0.226731
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16205, training loss: 0.23,
0.308894
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16206, training loss: 0.31,
0.3294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 16207, training loss: 0.33,
0.142637
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16208, training loss: 0.14,
0.251533
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16209, training loss: 0.25,
0.139231
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16210, training loss: 0.14,
0.220268
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16211, training loss: 0.22,
0.187734
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16212, training loss: 0.19,
0.140293
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 16213, training loss: 0.14,
0.176141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 16214, training loss: 0.18,
0.189935
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 16215, training loss: 0.19,
0.177614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16216, training loss: 0.18,
0.310769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16217, training loss: 0.31,
0.141315
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16218, training loss: 0.14,
0.155429
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 16219, training loss: 0.16,
0.214309
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16220, training loss: 0.21,
0.230421
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16221, training loss: 0.23,
0.244874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 16222, training loss: 0.24,
0.217913
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16223, training loss: 0.22,
0.179007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16224, training loss: 0.18,
0.175416
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16225, training loss: 0.18,
0.181016
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 16226, training loss: 0.18,
0.162567
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16227, training loss: 0.16,
0.157559
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16228, training loss: 0.16,
0.199343
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 16229, training loss: 0.20,
0.188623
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 16230, training loss: 0.19,
0.158655
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16231, training loss: 0.16,
0.17633
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16232, training loss: 0.18,
0.149495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16233, training loss: 0.15,
0.144665
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16234, training loss: 0.14,
0.223235
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16235, training loss: 0.22,
0.188542
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16236, training loss: 0.19,
0.139395
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16237, training loss: 0.14,
0.181597
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16238, training loss: 0.18,
0.239166
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16239, training loss: 0.24,
0.231151
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16240, training loss: 0.23,
0.148683
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16241, training loss: 0.15,
0.232622
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16242, training loss: 0.23,
0.161451
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16243, training loss: 0.16,
0.158875
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16244, training loss: 0.16,
0.159816
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16245, training loss: 0.16,
0.148506
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16246, training loss: 0.15,
0.155705
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16247, training loss: 0.16,
0.15748
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16248, training loss: 0.16,
0.184385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16249, training loss: 0.18,
0.154535
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16250, training loss: 0.15,
0.166891
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16251, training loss: 0.17,
0.170702
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16252, training loss: 0.17,
0.159331
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16253, training loss: 0.16,
0.216075
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 16254, training loss: 0.22,
0.290353
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 16255, training loss: 0.29,
0.140127
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16256, training loss: 0.14,
0.318065
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16257, training loss: 0.32,
0.361589
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16258, training loss: 0.36,
0.18538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 16259, training loss: 0.19,
0.152232
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16260, training loss: 0.15,
0.245644
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16261, training loss: 0.25,
0.248613
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16262, training loss: 0.25,
0.13512
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16263, training loss: 0.14,
0.151951
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 16264, training loss: 0.15,
0.159959
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 16265, training loss: 0.16,
0.167849
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16266, training loss: 0.17,
0.159647
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16267, training loss: 0.16,
0.15181
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 16268, training loss: 0.15,
0.138664
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16269, training loss: 0.14,
0.147718
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 16270, training loss: 0.15,
0.132693
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 16271, training loss: 0.13,
0.153893
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 16272, training loss: 0.15,
0.16356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16273, training loss: 0.16,
0.295203
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16274, training loss: 0.30,
0.26359
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 16275, training loss: 0.26,
0.157932
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16276, training loss: 0.16,
0.169767
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16277, training loss: 0.17,
0.135007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 16278, training loss: 0.14,
0.359387
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16279, training loss: 0.36,
0.196256
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16280, training loss: 0.20,
0.16559
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16281, training loss: 0.17,
0.207929
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 16282, training loss: 0.21,
0.164739
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16283, training loss: 0.16,
0.177797
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16284, training loss: 0.18,
0.179316
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 16285, training loss: 0.18,
0.255254
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16286, training loss: 0.26,
0.206802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 16287, training loss: 0.21,
0.194319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 16288, training loss: 0.19,
0.184926
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16289, training loss: 0.18,
0.247636
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16290, training loss: 0.25,
0.145523
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16291, training loss: 0.15,
0.288405
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16292, training loss: 0.29,
0.167791
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16293, training loss: 0.17,
0.223519
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 16294, training loss: 0.22,
0.16905
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16295, training loss: 0.17,
0.178701
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16296, training loss: 0.18,
0.146406
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16297, training loss: 0.15,
0.245356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 16298, training loss: 0.25,
0.233209
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16299, training loss: 0.23,
0.170775
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16300, training loss: 0.17,
0.17647
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16301, training loss: 0.18,
0.178482
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16302, training loss: 0.18,
0.186547
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16303, training loss: 0.19,
0.166856
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16304, training loss: 0.17,
0.160412
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16305, training loss: 0.16,
0.146591
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16306, training loss: 0.15,
0.175073
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16307, training loss: 0.18,
0.14542
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16308, training loss: 0.15,
0.35178
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 16309, training loss: 0.35,
0.170795
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 16310, training loss: 0.17,
0.163356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16311, training loss: 0.16,
0.189998
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16312, training loss: 0.19,
0.168024
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16313, training loss: 0.17,
0.193154
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16314, training loss: 0.19,
0.334412
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16315, training loss: 0.33,
0.158831
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 16316, training loss: 0.16,
0.2288
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16317, training loss: 0.23,
0.371038
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16318, training loss: 0.37,
0.177266
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16319, training loss: 0.18,
0.179146
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16320, training loss: 0.18,
0.166635
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 16321, training loss: 0.17,
0.286489
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16322, training loss: 0.29,
0.14783
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16323, training loss: 0.15,
0.223538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 16324, training loss: 0.22,
0.206014
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16325, training loss: 0.21,
0.158502
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16326, training loss: 0.16,
0.166324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16327, training loss: 0.17,
0.185484
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16328, training loss: 0.19,
0.16184
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16329, training loss: 0.16,
0.177628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16330, training loss: 0.18,
0.19408
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16331, training loss: 0.19,
0.144014
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16332, training loss: 0.14,
0.171514
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16333, training loss: 0.17,
0.154066
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 16334, training loss: 0.15,
0.192219
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16335, training loss: 0.19,
0.161112
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16336, training loss: 0.16,
0.17985
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 16337, training loss: 0.18,
0.240938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16338, training loss: 0.24,
0.143145
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 16339, training loss: 0.14,
0.196061
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16340, training loss: 0.20,
0.309957
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 16341, training loss: 0.31,
0.263087
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 16342, training loss: 0.26,
0.262713
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16343, training loss: 0.26,
0.148198
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16344, training loss: 0.15,
0.146189
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16345, training loss: 0.15,
0.144116
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 16346, training loss: 0.14,
0.146958
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16347, training loss: 0.15,
0.141526
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16348, training loss: 0.14,
0.270422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16349, training loss: 0.27,
0.135353
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16350, training loss: 0.14,
0.16748
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 16351, training loss: 0.17,
0.255109
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16352, training loss: 0.26,
0.15628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 16353, training loss: 0.16,
0.163359
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16354, training loss: 0.16,
0.184683
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16355, training loss: 0.18,
0.277246
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16356, training loss: 0.28,
0.237036
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16357, training loss: 0.24,
0.195351
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16358, training loss: 0.20,
0.214317
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16359, training loss: 0.21,
0.2911
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16360, training loss: 0.29,
0.202312
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 16361, training loss: 0.20,
0.157716
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 16362, training loss: 0.16,
0.169955
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16363, training loss: 0.17,
0.276126
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16364, training loss: 0.28,
0.35251
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16365, training loss: 0.35,
0.169587
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16366, training loss: 0.17,
0.153371
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16367, training loss: 0.15,
0.218097
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 16368, training loss: 0.22,
0.16964
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16369, training loss: 0.17,
0.291772
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16370, training loss: 0.29,
0.174595
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16371, training loss: 0.17,
0.144086
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16372, training loss: 0.14,
0.158273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16373, training loss: 0.16,
0.159219
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16374, training loss: 0.16,
0.179895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16375, training loss: 0.18,
0.166105
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16376, training loss: 0.17,
0.272265
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16377, training loss: 0.27,
0.200889
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16378, training loss: 0.20,
0.169928
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 16379, training loss: 0.17,
0.160754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16380, training loss: 0.16,
0.210007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16381, training loss: 0.21,
0.222602
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 16382, training loss: 0.22,
0.171778
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16383, training loss: 0.17,
0.230853
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16384, training loss: 0.23,
0.229645
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16385, training loss: 0.23,
0.239794
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16386, training loss: 0.24,
0.157239
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16387, training loss: 0.16,
0.14266
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16388, training loss: 0.14,
0.440454
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 16389, training loss: 0.44,
0.145376
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 16390, training loss: 0.15,
0.139036
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16391, training loss: 0.14,
0.152731
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16392, training loss: 0.15,
0.20298
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 16393, training loss: 0.20,
0.143357
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16394, training loss: 0.14,
0.216484
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 16395, training loss: 0.22,
0.189913
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 16396, training loss: 0.19,
0.26136
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 16397, training loss: 0.26,
0.159028
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16398, training loss: 0.16,
0.18387
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16399, training loss: 0.18,
0.134614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16400, training loss: 0.13,
0.308604
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16401, training loss: 0.31,
0.347935
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16402, training loss: 0.35,
0.325658
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16403, training loss: 0.33,
0.171009
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 16404, training loss: 0.17,
0.151572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16405, training loss: 0.15,
0.186904
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 16406, training loss: 0.19,
0.272213
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 16407, training loss: 0.27,
0.214265
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 16408, training loss: 0.21,
0.164585
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 16409, training loss: 0.16,
0.164967
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 16410, training loss: 0.16,
0.197606
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16411, training loss: 0.20,
0.235136
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16412, training loss: 0.24,
0.221253
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16413, training loss: 0.22,
0.275408
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16414, training loss: 0.28,
0.196462
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16415, training loss: 0.20,
0.174403
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16416, training loss: 0.17,
0.185707
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16417, training loss: 0.19,
0.19792
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 16418, training loss: 0.20,
0.298346
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 16419, training loss: 0.30,
0.164822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16420, training loss: 0.16,
0.163363
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16421, training loss: 0.16,
0.256532
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16422, training loss: 0.26,
0.187502
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16423, training loss: 0.19,
0.180826
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 16424, training loss: 0.18,
0.285139
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16425, training loss: 0.29,
0.23356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16426, training loss: 0.23,
0.189307
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 16427, training loss: 0.19,
0.206835
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16428, training loss: 0.21,
0.368839
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16429, training loss: 0.37,
0.298144
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16430, training loss: 0.30,
0.189603
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 16431, training loss: 0.19,
0.180991
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16432, training loss: 0.18,
0.245948
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16433, training loss: 0.25,
0.147355
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16434, training loss: 0.15,
0.201869
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 16435, training loss: 0.20,
0.220528
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16436, training loss: 0.22,
0.14871
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16437, training loss: 0.15,
0.243031
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16438, training loss: 0.24,
0.185446
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16439, training loss: 0.19,
0.212322
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 16440, training loss: 0.21,
0.180438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16441, training loss: 0.18,
0.18954
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16442, training loss: 0.19,
0.158839
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16443, training loss: 0.16,
0.193228
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16444, training loss: 0.19,
0.131926
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16445, training loss: 0.13,
0.169191
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16446, training loss: 0.17,
0.171039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16447, training loss: 0.17,
0.158334
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16448, training loss: 0.16,
0.162054
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 16449, training loss: 0.16,
0.149686
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16450, training loss: 0.15,
0.18787
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16451, training loss: 0.19,
0.16412
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16452, training loss: 0.16,
0.204644
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16453, training loss: 0.20,
0.188902
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16454, training loss: 0.19,
0.164396
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16455, training loss: 0.16,
0.169103
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 16456, training loss: 0.17,
0.183069
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 16457, training loss: 0.18,
0.219874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16458, training loss: 0.22,
0.165169
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16459, training loss: 0.17,
0.16779
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16460, training loss: 0.17,
0.145486
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 16461, training loss: 0.15,
0.132067
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16462, training loss: 0.13,
0.135692
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16463, training loss: 0.14,
0.155647
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16464, training loss: 0.16,
0.149578
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16465, training loss: 0.15,
0.141313
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16466, training loss: 0.14,
0.199186
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16467, training loss: 0.20,
0.231576
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16468, training loss: 0.23,
0.291482
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16469, training loss: 0.29,
0.396874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16470, training loss: 0.40,
0.396602
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16471, training loss: 0.40,
0.153477
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16472, training loss: 0.15,
0.202321
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16473, training loss: 0.20,
0.161203
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16474, training loss: 0.16,
0.194905
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 16475, training loss: 0.19,
0.343369
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16476, training loss: 0.34,
0.155122
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16477, training loss: 0.16,
0.187876
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16478, training loss: 0.19,
0.169861
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16479, training loss: 0.17,
0.143361
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 16480, training loss: 0.14,
0.161749
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 16481, training loss: 0.16,
0.188913
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16482, training loss: 0.19,
0.169253
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16483, training loss: 0.17,
0.200726
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16484, training loss: 0.20,
0.138937
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16485, training loss: 0.14,
0.156953
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16486, training loss: 0.16,
0.184524
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16487, training loss: 0.18,
0.285543
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16488, training loss: 0.29,
0.161537
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16489, training loss: 0.16,
0.212821
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16490, training loss: 0.21,
0.152855
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16491, training loss: 0.15,
0.167334
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16492, training loss: 0.17,
0.1649
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16493, training loss: 0.16,
0.155544
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16494, training loss: 0.16,
0.151766
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16495, training loss: 0.15,
0.145466
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16496, training loss: 0.15,
0.243641
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16497, training loss: 0.24,
0.143114
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16498, training loss: 0.14,
0.248903
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16499, training loss: 0.25,
0.24115
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 16500, training loss: 0.24,
0.152886
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 16501, training loss: 0.15,
0.143276
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16502, training loss: 0.14,
0.16604
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 16503, training loss: 0.17,
0.221616
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16504, training loss: 0.22,
0.258567
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16505, training loss: 0.26,
0.254833
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16506, training loss: 0.25,
0.176487
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 16507, training loss: 0.18,
0.268531
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16508, training loss: 0.27,
0.284744
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 16509, training loss: 0.28,
0.288458
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 16510, training loss: 0.29,
0.158754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 16511, training loss: 0.16,
0.186006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16512, training loss: 0.19,
0.171422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 16513, training loss: 0.17,
0.151031
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16514, training loss: 0.15,
0.154382
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16515, training loss: 0.15,
0.141952
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16516, training loss: 0.14,
0.34544
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16517, training loss: 0.35,
0.179849
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16518, training loss: 0.18,
0.173675
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16519, training loss: 0.17,
0.141413
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16520, training loss: 0.14,
0.190341
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16521, training loss: 0.19,
0.161858
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16522, training loss: 0.16,
0.161103
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 16523, training loss: 0.16,
0.159891
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16524, training loss: 0.16,
0.32517
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16525, training loss: 0.33,
0.2054
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16526, training loss: 0.21,
0.153329
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16527, training loss: 0.15,
0.211537
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16528, training loss: 0.21,
0.265556
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 16529, training loss: 0.27,
0.206671
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 16530, training loss: 0.21,
0.25611
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 16531, training loss: 0.26,
0.166593
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16532, training loss: 0.17,
0.266595
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16533, training loss: 0.27,
0.146095
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16534, training loss: 0.15,
0.16709
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16535, training loss: 0.17,
0.165797
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16536, training loss: 0.17,
0.140561
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16537, training loss: 0.14,
0.166352
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 16538, training loss: 0.17,
0.202673
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 16539, training loss: 0.20,
0.144475
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16540, training loss: 0.14,
0.232808
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16541, training loss: 0.23,
0.168312
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 16542, training loss: 0.17,
0.18415
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16543, training loss: 0.18,
0.143803
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16544, training loss: 0.14,
0.207533
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16545, training loss: 0.21,
0.20154
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16546, training loss: 0.20,
0.162891
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 16547, training loss: 0.16,
0.180924
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16548, training loss: 0.18,
0.164864
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16549, training loss: 0.16,
0.154074
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16550, training loss: 0.15,
0.214363
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 16551, training loss: 0.21,
0.243398
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 16552, training loss: 0.24,
0.173321
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 16553, training loss: 0.17,
0.142557
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16554, training loss: 0.14,
0.237107
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16555, training loss: 0.24,
0.213471
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16556, training loss: 0.21,
0.184292
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16557, training loss: 0.18,
0.164234
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16558, training loss: 0.16,
0.222158
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16559, training loss: 0.22,
0.159008
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16560, training loss: 0.16,
0.137002
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16561, training loss: 0.14,
0.186624
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 16562, training loss: 0.19,
0.185522
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 16563, training loss: 0.19,
0.209866
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 16564, training loss: 0.21,
0.25036
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16565, training loss: 0.25,
0.298352
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16566, training loss: 0.30,
0.20877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16567, training loss: 0.21,
0.395374
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16568, training loss: 0.40,
0.184483
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 16569, training loss: 0.18,
0.300837
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16570, training loss: 0.30,
0.191021
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16571, training loss: 0.19,
0.201267
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16572, training loss: 0.20,
0.177915
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16573, training loss: 0.18,
0.13827
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 16574, training loss: 0.14,
0.169441
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16575, training loss: 0.17,
0.17309
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 16576, training loss: 0.17,
0.207804
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 16577, training loss: 0.21,
0.178353
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16578, training loss: 0.18,
0.267539
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16579, training loss: 0.27,
0.19521
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16580, training loss: 0.20,
0.22476
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16581, training loss: 0.22,
0.192011
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 16582, training loss: 0.19,
0.290742
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16583, training loss: 0.29,
0.158243
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 16584, training loss: 0.16,
0.135515
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 16585, training loss: 0.14,
0.183495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 16586, training loss: 0.18,
0.145254
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 16587, training loss: 0.15,
0.229748
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16588, training loss: 0.23,
0.25694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 16589, training loss: 0.26,
0.159682
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16590, training loss: 0.16,
0.201319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16591, training loss: 0.20,
0.163214
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16592, training loss: 0.16,
0.186118
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16593, training loss: 0.19,
0.274229
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16594, training loss: 0.27,
0.278091
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 16595, training loss: 0.28,
0.143086
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16596, training loss: 0.14,
0.163531
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 16597, training loss: 0.16,
0.167346
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16598, training loss: 0.17,
0.21048
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16599, training loss: 0.21,
0.162268
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 16600, training loss: 0.16,
0.160162
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 16601, training loss: 0.16,
0.17822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16602, training loss: 0.18,
0.203526
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16603, training loss: 0.20,
0.181427
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 16604, training loss: 0.18,
0.192957
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16605, training loss: 0.19,
0.1586
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16606, training loss: 0.16,
0.175512
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 16607, training loss: 0.18,
0.173394
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 16608, training loss: 0.17,
0.162778
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 16609, training loss: 0.16,
0.165645
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 16610, training loss: 0.17,
0.169009
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16611, training loss: 0.17,
0.186162
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16612, training loss: 0.19,
0.185057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16613, training loss: 0.19,
0.196803
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16614, training loss: 0.20,
0.319543
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 16615, training loss: 0.32,
0.175654
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 16616, training loss: 0.18,
0.155435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 16617, training loss: 0.16,
0.139789
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16618, training loss: 0.14,
0.192032
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 16619, training loss: 0.19,
0.1806
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 16620, training loss: 0.18,
0.276402
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16621, training loss: 0.28,
0.177874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16622, training loss: 0.18,
0.178152
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16623, training loss: 0.18,
0.281581
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 16624, training loss: 0.28,
0.155686
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 16625, training loss: 0.16,
0.137763
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16626, training loss: 0.14,
0.193613
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 16627, training loss: 0.19,
0.186413
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16628, training loss: 0.19,
0.189166
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 16629, training loss: 0.19,
0.149583
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 16630, training loss: 0.15,
0.239645
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16631, training loss: 0.24,
0.332407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16632, training loss: 0.33,
0.146483
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16633, training loss: 0.15,
0.210408
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16634, training loss: 0.21,
0.167174
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16635, training loss: 0.17,
0.210609
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16636, training loss: 0.21,
0.152492
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 16637, training loss: 0.15,
0.204855
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16638, training loss: 0.20,
0.35973
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16639, training loss: 0.36,
0.236005
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 16640, training loss: 0.24,
0.219938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 16641, training loss: 0.22,
0.148931
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 16642, training loss: 0.15,
0.204683
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16643, training loss: 0.20,
0.437609
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16644, training loss: 0.44,
0.192185
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 16645, training loss: 0.19,
0.169809
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16646, training loss: 0.17,
0.337464
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16647, training loss: 0.34,
0.34658
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16648, training loss: 0.35,
0.200279
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 16649, training loss: 0.20,
0.172827
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16650, training loss: 0.17,
0.157103
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16651, training loss: 0.16,
0.1765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16652, training loss: 0.18,
0.186656
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 16653, training loss: 0.19,
0.163669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16654, training loss: 0.16,
0.225269
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 16655, training loss: 0.23,
0.218607
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16656, training loss: 0.22,
0.450046
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16657, training loss: 0.45,
0.313482
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 16658, training loss: 0.31,
0.200896
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16659, training loss: 0.20,
0.293415
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 16660, training loss: 0.29,
0.209933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16661, training loss: 0.21,
0.172301
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16662, training loss: 0.17,
0.175495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 16663, training loss: 0.18,
0.167801
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16664, training loss: 0.17,
0.156884
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 16665, training loss: 0.16,
0.165957
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16666, training loss: 0.17,
0.146462
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.4% 20 way one-shot learning accuracy
iteration 16667, training loss: 0.15,
0.151248
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16668, training loss: 0.15,
0.195221
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16669, training loss: 0.20,
0.174959
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 16670, training loss: 0.17,
0.16612
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16671, training loss: 0.17,
0.15561
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16672, training loss: 0.16,
0.181489
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16673, training loss: 0.18,
0.243712
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 16674, training loss: 0.24,
0.141563
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 16675, training loss: 0.14,
0.192164
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 16676, training loss: 0.19,
0.236606
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16677, training loss: 0.24,
0.184551
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16678, training loss: 0.18,
0.172613
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16679, training loss: 0.17,
0.212376
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 16680, training loss: 0.21,
0.280245
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 67.2% 20 way one-shot learning accuracy
iteration 16681, training loss: 0.28,
0.130635
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16682, training loss: 0.13,
0.212992
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16683, training loss: 0.21,
0.159859
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16684, training loss: 0.16,
0.160923
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16685, training loss: 0.16,
0.1522
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16686, training loss: 0.15,
0.203765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16687, training loss: 0.20,
0.179887
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 16688, training loss: 0.18,
0.201773
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16689, training loss: 0.20,
0.26304
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16690, training loss: 0.26,
0.148823
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 16691, training loss: 0.15,
0.193926
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16692, training loss: 0.19,
0.274339
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 16693, training loss: 0.27,
0.226469
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16694, training loss: 0.23,
0.150305
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16695, training loss: 0.15,
0.20116
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 16696, training loss: 0.20,
0.173735
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 16697, training loss: 0.17,
0.174687
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16698, training loss: 0.17,
0.218627
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 16699, training loss: 0.22,
0.181573
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 16700, training loss: 0.18,
0.16408
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16701, training loss: 0.16,
0.178285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16702, training loss: 0.18,
0.185054
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16703, training loss: 0.19,
0.168562
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16704, training loss: 0.17,
0.187602
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16705, training loss: 0.19,
0.21353
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 16706, training loss: 0.21,
0.172573
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16707, training loss: 0.17,
0.267298
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16708, training loss: 0.27,
0.402557
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16709, training loss: 0.40,
0.148756
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 16710, training loss: 0.15,
0.200061
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 16711, training loss: 0.20,
0.165488
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16712, training loss: 0.17,
0.140547
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16713, training loss: 0.14,
0.173075
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16714, training loss: 0.17,
0.315056
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16715, training loss: 0.32,
0.174291
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 16716, training loss: 0.17,
0.153048
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16717, training loss: 0.15,
0.190895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16718, training loss: 0.19,
0.164193
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16719, training loss: 0.16,
0.151107
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16720, training loss: 0.15,
0.181415
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16721, training loss: 0.18,
0.155327
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16722, training loss: 0.16,
0.1733
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 16723, training loss: 0.17,
0.172621
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16724, training loss: 0.17,
0.164332
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 16725, training loss: 0.16,
0.191438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16726, training loss: 0.19,
0.153551
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16727, training loss: 0.15,
0.218885
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 16728, training loss: 0.22,
0.185232
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 16729, training loss: 0.19,
0.214264
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16730, training loss: 0.21,
0.168891
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16731, training loss: 0.17,
0.256278
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 16732, training loss: 0.26,
0.260429
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16733, training loss: 0.26,
0.268491
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16734, training loss: 0.27,
0.165439
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 16735, training loss: 0.17,
0.17192
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 16736, training loss: 0.17,
0.174173
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16737, training loss: 0.17,
0.156457
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16738, training loss: 0.16,
0.201542
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16739, training loss: 0.20,
0.241602
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16740, training loss: 0.24,
0.172827
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 16741, training loss: 0.17,
0.211746
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16742, training loss: 0.21,
0.144905
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16743, training loss: 0.14,
0.143659
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 16744, training loss: 0.14,
0.194986
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16745, training loss: 0.19,
0.175854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 16746, training loss: 0.18,
0.183226
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16747, training loss: 0.18,
0.142498
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16748, training loss: 0.14,
0.197057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16749, training loss: 0.20,
0.178248
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 16750, training loss: 0.18,
0.154495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16751, training loss: 0.15,
0.211859
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16752, training loss: 0.21,
0.181191
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16753, training loss: 0.18,
0.185782
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16754, training loss: 0.19,
0.231134
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16755, training loss: 0.23,
0.169027
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 16756, training loss: 0.17,
0.179168
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16757, training loss: 0.18,
0.152456
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16758, training loss: 0.15,
0.148986
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16759, training loss: 0.15,
0.15172
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16760, training loss: 0.15,
0.27866
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16761, training loss: 0.28,
0.214906
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16762, training loss: 0.21,
0.233781
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16763, training loss: 0.23,
0.175814
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16764, training loss: 0.18,
0.164295
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16765, training loss: 0.16,
0.225403
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16766, training loss: 0.23,
0.22059
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16767, training loss: 0.22,
0.179283
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16768, training loss: 0.18,
0.180464
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16769, training loss: 0.18,
0.188002
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16770, training loss: 0.19,
0.163895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16771, training loss: 0.16,
0.128864
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16772, training loss: 0.13,
0.169754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16773, training loss: 0.17,
0.190988
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16774, training loss: 0.19,
0.168517
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16775, training loss: 0.17,
0.154828
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16776, training loss: 0.15,
0.207734
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16777, training loss: 0.21,
0.188948
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 16778, training loss: 0.19,
0.137293
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16779, training loss: 0.14,
0.186472
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16780, training loss: 0.19,
0.163778
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16781, training loss: 0.16,
0.143363
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 16782, training loss: 0.14,
0.17058
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16783, training loss: 0.17,
0.251944
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 16784, training loss: 0.25,
0.150749
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16785, training loss: 0.15,
0.232743
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 16786, training loss: 0.23,
0.134036
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16787, training loss: 0.13,
0.220037
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16788, training loss: 0.22,
0.169731
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16789, training loss: 0.17,
0.227246
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 16790, training loss: 0.23,
0.144336
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 16791, training loss: 0.14,
0.176594
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16792, training loss: 0.18,
0.195426
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16793, training loss: 0.20,
0.229342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16794, training loss: 0.23,
0.142407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16795, training loss: 0.14,
0.229384
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16796, training loss: 0.23,
0.224348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16797, training loss: 0.22,
0.175583
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16798, training loss: 0.18,
0.147279
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16799, training loss: 0.15,
0.15515
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 16800, training loss: 0.16,
0.18071
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16801, training loss: 0.18,
0.149518
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16802, training loss: 0.15,
0.195748
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16803, training loss: 0.20,
0.13813
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 16804, training loss: 0.14,
0.170917
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16805, training loss: 0.17,
0.205737
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16806, training loss: 0.21,
0.164782
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 16807, training loss: 0.16,
0.160966
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16808, training loss: 0.16,
0.199771
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16809, training loss: 0.20,
0.182386
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16810, training loss: 0.18,
0.140566
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 16811, training loss: 0.14,
0.181972
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 16812, training loss: 0.18,
0.180232
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16813, training loss: 0.18,
0.205787
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 16814, training loss: 0.21,
0.20992
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 16815, training loss: 0.21,
0.16236
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16816, training loss: 0.16,
0.25164
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16817, training loss: 0.25,
0.193436
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 16818, training loss: 0.19,
0.200924
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16819, training loss: 0.20,
0.281129
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16820, training loss: 0.28,
0.139311
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 16821, training loss: 0.14,
0.258384
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16822, training loss: 0.26,
0.16366
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16823, training loss: 0.16,
0.23126
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 16824, training loss: 0.23,
0.163977
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16825, training loss: 0.16,
0.191227
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16826, training loss: 0.19,
0.153717
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 16827, training loss: 0.15,
0.198025
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16828, training loss: 0.20,
0.218395
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16829, training loss: 0.22,
0.195139
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16830, training loss: 0.20,
0.134371
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16831, training loss: 0.13,
0.172919
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16832, training loss: 0.17,
0.230843
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16833, training loss: 0.23,
0.26319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 16834, training loss: 0.26,
0.24281
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 16835, training loss: 0.24,
0.164879
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 16836, training loss: 0.16,
0.15961
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16837, training loss: 0.16,
0.163725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 16838, training loss: 0.16,
0.159537
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16839, training loss: 0.16,
0.174829
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16840, training loss: 0.17,
0.150015
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16841, training loss: 0.15,
0.185113
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 16842, training loss: 0.19,
0.197673
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 16843, training loss: 0.20,
0.190042
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 16844, training loss: 0.19,
0.173516
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16845, training loss: 0.17,
0.16274
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16846, training loss: 0.16,
0.294602
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 16847, training loss: 0.29,
0.221325
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16848, training loss: 0.22,
0.148532
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16849, training loss: 0.15,
0.160769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16850, training loss: 0.16,
0.250075
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16851, training loss: 0.25,
0.186932
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 16852, training loss: 0.19,
0.160829
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16853, training loss: 0.16,
0.254758
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16854, training loss: 0.25,
0.166706
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16855, training loss: 0.17,
0.211559
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 16856, training loss: 0.21,
0.311916
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16857, training loss: 0.31,
0.14943
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16858, training loss: 0.15,
0.24828
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 16859, training loss: 0.25,
0.209127
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16860, training loss: 0.21,
0.171618
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16861, training loss: 0.17,
0.174893
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16862, training loss: 0.17,
0.164007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16863, training loss: 0.16,
0.195481
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16864, training loss: 0.20,
0.200572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16865, training loss: 0.20,
0.166151
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16866, training loss: 0.17,
0.192629
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16867, training loss: 0.19,
0.268234
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 16868, training loss: 0.27,
0.210487
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16869, training loss: 0.21,
0.282981
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 16870, training loss: 0.28,
0.147087
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16871, training loss: 0.15,
0.139894
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16872, training loss: 0.14,
0.146121
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 16873, training loss: 0.15,
0.164457
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16874, training loss: 0.16,
0.24855
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 16875, training loss: 0.25,
0.167081
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 16876, training loss: 0.17,
0.24147
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 16877, training loss: 0.24,
0.182251
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16878, training loss: 0.18,
0.204586
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 16879, training loss: 0.20,
0.165705
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 16880, training loss: 0.17,
0.165446
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16881, training loss: 0.17,
0.182035
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16882, training loss: 0.18,
0.362967
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 16883, training loss: 0.36,
0.309961
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 16884, training loss: 0.31,
0.159009
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 16885, training loss: 0.16,
0.199495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16886, training loss: 0.20,
0.291449
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16887, training loss: 0.29,
0.151278
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 16888, training loss: 0.15,
0.163911
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16889, training loss: 0.16,
0.155928
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16890, training loss: 0.16,
0.180171
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16891, training loss: 0.18,
0.17577
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16892, training loss: 0.18,
0.164084
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 16893, training loss: 0.16,
0.271668
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16894, training loss: 0.27,
0.161643
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16895, training loss: 0.16,
0.207793
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16896, training loss: 0.21,
0.147647
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 16897, training loss: 0.15,
0.219897
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 16898, training loss: 0.22,
0.256855
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 16899, training loss: 0.26,
0.148235
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16900, training loss: 0.15,
0.199318
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16901, training loss: 0.20,
0.217743
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 16902, training loss: 0.22,
0.137199
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 16903, training loss: 0.14,
0.153199
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16904, training loss: 0.15,
0.257675
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16905, training loss: 0.26,
0.19143
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16906, training loss: 0.19,
0.150308
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 16907, training loss: 0.15,
0.270871
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 16908, training loss: 0.27,
0.163006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16909, training loss: 0.16,
0.221647
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16910, training loss: 0.22,
0.158377
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16911, training loss: 0.16,
0.154353
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 16912, training loss: 0.15,
0.182143
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16913, training loss: 0.18,
0.324975
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16914, training loss: 0.32,
0.178273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 16915, training loss: 0.18,
0.288675
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 16916, training loss: 0.29,
0.177505
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16917, training loss: 0.18,
0.153106
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 16918, training loss: 0.15,
0.226511
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16919, training loss: 0.23,
0.149601
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16920, training loss: 0.15,
0.44277
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16921, training loss: 0.44,
0.233479
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 16922, training loss: 0.23,
0.18131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16923, training loss: 0.18,
0.258517
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16924, training loss: 0.26,
0.180593
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 16925, training loss: 0.18,
0.159009
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16926, training loss: 0.16,
0.157406
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16927, training loss: 0.16,
0.184321
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16928, training loss: 0.18,
0.152118
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 16929, training loss: 0.15,
0.223776
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16930, training loss: 0.22,
0.184357
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16931, training loss: 0.18,
0.146147
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16932, training loss: 0.15,
0.259893
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16933, training loss: 0.26,
0.313169
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 16934, training loss: 0.31,
0.165773
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16935, training loss: 0.17,
0.142894
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16936, training loss: 0.14,
0.17896
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 16937, training loss: 0.18,
0.166176
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 16938, training loss: 0.17,
0.152341
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16939, training loss: 0.15,
0.232398
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 16940, training loss: 0.23,
0.143858
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16941, training loss: 0.14,
0.158994
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16942, training loss: 0.16,
0.181036
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16943, training loss: 0.18,
0.15776
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16944, training loss: 0.16,
0.170858
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16945, training loss: 0.17,
0.177219
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 16946, training loss: 0.18,
0.176338
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16947, training loss: 0.18,
0.24703
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16948, training loss: 0.25,
0.143296
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16949, training loss: 0.14,
0.186273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16950, training loss: 0.19,
0.161328
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 16951, training loss: 0.16,
0.16816
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 16952, training loss: 0.17,
0.166824
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16953, training loss: 0.17,
0.138549
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16954, training loss: 0.14,
0.139762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 16955, training loss: 0.14,
0.251201
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 16956, training loss: 0.25,
0.202293
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16957, training loss: 0.20,
0.153905
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16958, training loss: 0.15,
0.188852
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 16959, training loss: 0.19,
0.193026
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16960, training loss: 0.19,
0.215821
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 16961, training loss: 0.22,
0.152915
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16962, training loss: 0.15,
0.159288
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 16963, training loss: 0.16,
0.159747
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 16964, training loss: 0.16,
0.146663
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16965, training loss: 0.15,
0.188303
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16966, training loss: 0.19,
0.285657
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 16967, training loss: 0.29,
0.165202
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16968, training loss: 0.17,
0.190612
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16969, training loss: 0.19,
0.147119
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 16970, training loss: 0.15,
0.191298
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16971, training loss: 0.19,
0.15642
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16972, training loss: 0.16,
0.159251
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 16973, training loss: 0.16,
0.183674
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 16974, training loss: 0.18,
0.203705
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 16975, training loss: 0.20,
0.134043
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 16976, training loss: 0.13,
0.208024
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16977, training loss: 0.21,
0.148614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16978, training loss: 0.15,
0.136927
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16979, training loss: 0.14,
0.145781
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 16980, training loss: 0.15,
0.175249
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16981, training loss: 0.18,
0.231464
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 16982, training loss: 0.23,
0.149995
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16983, training loss: 0.15,
0.152339
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16984, training loss: 0.15,
0.170359
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 16985, training loss: 0.17,
0.184762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16986, training loss: 0.18,
0.153263
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16987, training loss: 0.15,
0.188417
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 16988, training loss: 0.19,
0.150661
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 16989, training loss: 0.15,
0.25548
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16990, training loss: 0.26,
0.175217
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 16991, training loss: 0.18,
0.183634
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16992, training loss: 0.18,
0.182164
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 16993, training loss: 0.18,
0.201269
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16994, training loss: 0.20,
0.177884
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 16995, training loss: 0.18,
0.157447
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16996, training loss: 0.16,
0.202001
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 16997, training loss: 0.20,
0.179521
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 16998, training loss: 0.18,
0.199592
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 16999, training loss: 0.20,
0.265204
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17000, training loss: 0.27,
0.229221
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 17001, training loss: 0.23,
0.159827
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 17002, training loss: 0.16,
0.188798
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 17003, training loss: 0.19,
0.338149
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17004, training loss: 0.34,
0.245326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17005, training loss: 0.25,
0.157794
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17006, training loss: 0.16,
0.189946
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17007, training loss: 0.19,
0.148808
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17008, training loss: 0.15,
0.164985
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17009, training loss: 0.16,
0.152529
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17010, training loss: 0.15,
0.297099
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 17011, training loss: 0.30,
0.194471
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17012, training loss: 0.19,
0.160708
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17013, training loss: 0.16,
0.223918
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17014, training loss: 0.22,
0.170982
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 17015, training loss: 0.17,
0.173595
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 17016, training loss: 0.17,
0.214956
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17017, training loss: 0.21,
0.186029
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17018, training loss: 0.19,
0.152798
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 17019, training loss: 0.15,
0.259017
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 17020, training loss: 0.26,
0.347487
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17021, training loss: 0.35,
0.158166
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17022, training loss: 0.16,
0.142667
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 17023, training loss: 0.14,
0.153911
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17024, training loss: 0.15,
0.204354
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17025, training loss: 0.20,
0.252532
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17026, training loss: 0.25,
0.166644
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17027, training loss: 0.17,
0.180697
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 17028, training loss: 0.18,
0.165563
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 17029, training loss: 0.17,
0.13173
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 17030, training loss: 0.13,
0.137515
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17031, training loss: 0.14,
0.161893
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17032, training loss: 0.16,
0.165243
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 17033, training loss: 0.17,
0.168969
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 17034, training loss: 0.17,
0.263659
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 17035, training loss: 0.26,
0.270035
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17036, training loss: 0.27,
0.216772
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17037, training loss: 0.22,
0.231609
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 17038, training loss: 0.23,
0.20665
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17039, training loss: 0.21,
0.200429
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 17040, training loss: 0.20,
0.206692
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17041, training loss: 0.21,
0.194082
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 17042, training loss: 0.19,
0.147225
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 17043, training loss: 0.15,
0.235099
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 17044, training loss: 0.24,
0.253487
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 17045, training loss: 0.25,
0.144929
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17046, training loss: 0.14,
0.153931
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17047, training loss: 0.15,
0.183408
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 17048, training loss: 0.18,
0.184498
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17049, training loss: 0.18,
0.148316
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 17050, training loss: 0.15,
0.181587
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 17051, training loss: 0.18,
0.169932
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17052, training loss: 0.17,
0.168454
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17053, training loss: 0.17,
0.225559
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17054, training loss: 0.23,
0.176008
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17055, training loss: 0.18,
0.19179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17056, training loss: 0.19,
0.159555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 17057, training loss: 0.16,
0.222049
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 17058, training loss: 0.22,
0.175896
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17059, training loss: 0.18,
0.189849
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17060, training loss: 0.19,
0.220374
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17061, training loss: 0.22,
0.269964
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17062, training loss: 0.27,
0.20109
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 17063, training loss: 0.20,
0.174718
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17064, training loss: 0.17,
0.242574
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 17065, training loss: 0.24,
0.194414
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 17066, training loss: 0.19,
0.170756
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17067, training loss: 0.17,
0.182718
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 17068, training loss: 0.18,
0.222827
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17069, training loss: 0.22,
0.157955
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17070, training loss: 0.16,
0.149995
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 17071, training loss: 0.15,
0.159111
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 17072, training loss: 0.16,
0.171453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17073, training loss: 0.17,
0.158808
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17074, training loss: 0.16,
0.219922
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17075, training loss: 0.22,
0.160332
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17076, training loss: 0.16,
0.17177
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17077, training loss: 0.17,
0.159821
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17078, training loss: 0.16,
0.176062
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 17079, training loss: 0.18,
0.175543
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 17080, training loss: 0.18,
0.148453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 17081, training loss: 0.15,
0.187386
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 17082, training loss: 0.19,
0.13367
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 17083, training loss: 0.13,
0.188342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 17084, training loss: 0.19,
0.159518
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17085, training loss: 0.16,
0.195071
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17086, training loss: 0.20,
0.193152
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17087, training loss: 0.19,
0.172458
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17088, training loss: 0.17,
0.166383
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17089, training loss: 0.17,
0.176078
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 17090, training loss: 0.18,
0.324877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 17091, training loss: 0.32,
0.156573
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17092, training loss: 0.16,
0.164095
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17093, training loss: 0.16,
0.222802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 17094, training loss: 0.22,
0.268879
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17115, training loss: 0.18,
0.168326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17116, training loss: 0.17,
0.165156
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17117, training loss: 0.17,
0.163657
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17118, training loss: 0.16,
0.159864
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17119, training loss: 0.16,
0.18045
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 17120, training loss: 0.18,
0.209158
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17121, training loss: 0.21,
0.157434
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 17122, training loss: 0.16,
0.148353
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17123, training loss: 0.15,
0.18489
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17124, training loss: 0.18,
0.147023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 17125, training loss: 0.15,
0.195155
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17126, training loss: 0.20,
0.133861
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 17127, training loss: 0.13,
0.200122
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 17128, training loss: 0.20,
0.177313
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 17129, training loss: 0.18,
0.130578
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 17130, training loss: 0.13,
0.232232
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 17131, training loss: 0.23,
0.173627
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 17132, training loss: 0.17,
0.150896
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 17133, training loss: 0.15,
0.172124
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 17134, training loss: 0.17,
0.188301
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 17135, training loss: 0.19,
0.171161
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17136, training loss: 0.17,
0.227648
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 17137, training loss: 0.23,
0.268699
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 17138, training loss: 0.27,
0.16347
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17139, training loss: 0.16,
0.159555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 17140, training loss: 0.16,
0.23468
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 17141, training loss: 0.23,
0.189852
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 17142, training loss: 0.19,
0.15461
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17143, training loss: 0.15,
0.143197
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17144, training loss: 0.14,
0.246198
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 17145, training loss: 0.25,
0.188715
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 17146, training loss: 0.19,
0.16993
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 17147, training loss: 0.17,
0.161438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 17148, training loss: 0.16,
0.216116
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 17149, training loss: 0.22,
0.283985
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 17150, training loss: 0.28,
0.26413
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17151, training loss: 0.26,
0.23261
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 17152, training loss: 0.23,
0.201802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17153, training loss: 0.20,
0.172025
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 17154, training loss: 0.17,
0.169882
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 17155, training loss: 0.17,
0.152767
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 17156, training loss: 0.15,
0.201836
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 17157, training loss: 0.20,
0.156457
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 17158, training loss: 0.16,
0.196375
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 17159, training loss: 0.20,
0.285086
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 17160, training loss: 0.29,
0.19449
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 17161, training loss: 0.19,
0.206141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17162, training loss: 0.21,
0.153312
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 17163, training loss: 0.15,
0.172697
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 17164, training loss: 0.17,
0.147494
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 17165, training loss: 0.15,
0.161422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 17166, training loss: 0.16,
0.32066
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17167, training loss: 0.32,
0.170777
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 17168, training loss: 0.17,
0.231279
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 17169, training loss: 0.23,
0.32558
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17170, training loss: 0.33,
0.202799
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 17171, training loss: 0.20,
0.226107
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17172, training loss: 0.23,
0.160759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 17173, training loss: 0.16,
0.143168
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17174, training loss: 0.14,
0.154863
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 17175, training loss: 0.15,
0.205583
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 17176, training loss: 0.21,
0.174243
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17177, training loss: 0.17,
0.1607
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 17178, training loss: 0.16,
0.175117
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 17179, training loss: 0.18,
0.141882
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17180, training loss: 0.14,
0.151286
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 17181, training loss: 0.15,
0.141788
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 17182, training loss: 0.14,
0.151816
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17183, training loss: 0.15,
0.305369
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17184, training loss: 0.31,
0.244722
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 17185, training loss: 0.24,
0.16362
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17186, training loss: 0.16,
0.219989
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 17187, training loss: 0.22,
0.15308
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 17188, training loss: 0.15,
0.152607
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17189, training loss: 0.15,
0.168477
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17190, training loss: 0.17,
0.172777
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17191, training loss: 0.17,
0.161264
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17192, training loss: 0.16,
0.178085
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17193, training loss: 0.18,
0.158631
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17194, training loss: 0.16,
0.166266
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17195, training loss: 0.17,
0.156125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 17196, training loss: 0.16,
0.182641
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17197, training loss: 0.18,
0.152146
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17198, training loss: 0.15,
0.294297
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17199, training loss: 0.29,
0.297572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17200, training loss: 0.30,
0.203394
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 17201, training loss: 0.20,
0.158367
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17202, training loss: 0.16,
0.159735
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 17203, training loss: 0.16,
0.16634
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 17204, training loss: 0.17,
0.295116
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 17205, training loss: 0.30,
0.204966
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17206, training loss: 0.20,
0.157852
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 17207, training loss: 0.16,
0.158152
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 17208, training loss: 0.16,
0.17158
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17209, training loss: 0.17,
0.143965
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 17210, training loss: 0.14,
0.191126
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 17211, training loss: 0.19,
0.342288
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17212, training loss: 0.34,
0.167332
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 17213, training loss: 0.17,
0.260697
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17214, training loss: 0.26,
0.162837
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17215, training loss: 0.16,
0.365771
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 17216, training loss: 0.37,
0.211321
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 17217, training loss: 0.21,
0.126728
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 17218, training loss: 0.13,
0.138852
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 17219, training loss: 0.14,
0.157009
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17220, training loss: 0.16,
0.156975
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17221, training loss: 0.16,
0.150833
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17222, training loss: 0.15,
0.138524
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17223, training loss: 0.14,
0.208511
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17224, training loss: 0.21,
0.29298
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 17225, training loss: 0.29,
0.169364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17226, training loss: 0.17,
0.199343
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 17227, training loss: 0.20,
0.165147
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 17228, training loss: 0.17,
0.154915
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 17229, training loss: 0.15,
0.170743
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17230, training loss: 0.17,
0.171998
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17231, training loss: 0.17,
0.189053
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 17232, training loss: 0.19,
0.159319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 17233, training loss: 0.16,
0.146545
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17234, training loss: 0.15,
0.143812
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17235, training loss: 0.14,
0.138141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17236, training loss: 0.14,
0.241314
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 17237, training loss: 0.24,
0.167655
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17238, training loss: 0.17,
0.202261
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17239, training loss: 0.20,
0.174161
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 17240, training loss: 0.17,
0.192366
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17241, training loss: 0.19,
0.189953
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 17242, training loss: 0.19,
0.196689
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17243, training loss: 0.20,
0.15903
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17244, training loss: 0.16,
0.183453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 17245, training loss: 0.18,
0.188897
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 17246, training loss: 0.19,
0.179265
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17247, training loss: 0.18,
0.213482
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 17248, training loss: 0.21,
0.160249
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 17249, training loss: 0.16,
0.180734
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 17250, training loss: 0.18,
0.176256
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 17251, training loss: 0.18,
0.164482
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 17252, training loss: 0.16,
0.194844
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 17253, training loss: 0.19,
0.168913
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 17254, training loss: 0.17,
0.138131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17255, training loss: 0.14,
0.15273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17256, training loss: 0.15,
0.212028
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17257, training loss: 0.21,
0.15084
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 17258, training loss: 0.15,
0.231839
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17259, training loss: 0.23,
0.164272
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17260, training loss: 0.16,
0.158437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17261, training loss: 0.16,
0.160082
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 17262, training loss: 0.16,
0.162482
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 17263, training loss: 0.16,
0.253513
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 17264, training loss: 0.25,
0.165609
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17265, training loss: 0.17,
0.165813
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 17266, training loss: 0.17,
0.134328
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17267, training loss: 0.13,
0.234983
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 17268, training loss: 0.23,
0.195609
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17269, training loss: 0.20,
0.142899
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 17270, training loss: 0.14,
0.320388
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 17271, training loss: 0.32,
0.188397
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17272, training loss: 0.19,
0.214759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 17273, training loss: 0.21,
0.149036
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 17274, training loss: 0.15,
0.145285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 17275, training loss: 0.15,
0.206372
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 17276, training loss: 0.21,
0.138735
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17277, training loss: 0.14,
0.186701
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 17278, training loss: 0.19,
0.152011
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 17279, training loss: 0.15,
0.244829
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17280, training loss: 0.24,
0.222203
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17281, training loss: 0.22,
0.140245
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17282, training loss: 0.14,
0.151612
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17283, training loss: 0.15,
0.182288
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17284, training loss: 0.18,
0.307279
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 17285, training loss: 0.31,
0.202002
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17286, training loss: 0.20,
0.157546
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17287, training loss: 0.16,
0.181455
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 17288, training loss: 0.18,
0.151859
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17289, training loss: 0.15,
0.16951
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17290, training loss: 0.17,
0.154723
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17291, training loss: 0.15,
0.251985
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17292, training loss: 0.25,
0.177412
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17293, training loss: 0.18,
0.166458
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 17294, training loss: 0.17,
0.152489
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17295, training loss: 0.15,
0.158633
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 17296, training loss: 0.16,
0.1874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17297, training loss: 0.19,
0.180944
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17298, training loss: 0.18,
0.182841
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 17299, training loss: 0.18,
0.144647
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 17300, training loss: 0.14,
0.211866
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 17301, training loss: 0.21,
0.18874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17302, training loss: 0.19,
0.239143
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 17303, training loss: 0.24,
0.165842
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17304, training loss: 0.17,
0.188756
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17305, training loss: 0.19,
0.201687
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 17306, training loss: 0.20,
0.156544
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17307, training loss: 0.16,
0.164838
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 17308, training loss: 0.16,
0.155622
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 17309, training loss: 0.16,
0.153597
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 17310, training loss: 0.15,
0.382646
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17311, training loss: 0.38,
0.177048
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17312, training loss: 0.18,
0.145779
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 17313, training loss: 0.15,
0.232296
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17314, training loss: 0.23,
0.255735
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 17315, training loss: 0.26,
0.193546
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17316, training loss: 0.19,
0.297495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 17317, training loss: 0.30,
0.135778
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 17318, training loss: 0.14,
0.146496
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 17319, training loss: 0.15,
0.24859
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17320, training loss: 0.25,
0.207996
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17321, training loss: 0.21,
0.16242
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17322, training loss: 0.16,
0.161727
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17323, training loss: 0.16,
0.249743
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17324, training loss: 0.25,
0.234682
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 17325, training loss: 0.23,
0.210371
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 17326, training loss: 0.21,
0.182432
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 17327, training loss: 0.18,
0.161737
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17328, training loss: 0.16,
0.159469
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17329, training loss: 0.16,
0.198839
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17330, training loss: 0.20,
0.18621
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 17331, training loss: 0.19,
0.240739
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17332, training loss: 0.24,
0.146026
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17333, training loss: 0.15,
0.184189
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 17334, training loss: 0.18,
0.175809
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17335, training loss: 0.18,
0.233242
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17336, training loss: 0.23,
0.346647
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 17337, training loss: 0.35,
0.197262
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17338, training loss: 0.20,
0.177253
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17339, training loss: 0.18,
0.145891
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17340, training loss: 0.15,
0.159578
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17341, training loss: 0.16,
0.211608
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17342, training loss: 0.21,
0.222505
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 17343, training loss: 0.22,
0.209078
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 17344, training loss: 0.21,
0.159972
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 17345, training loss: 0.16,
0.170626
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 17346, training loss: 0.17,
0.157952
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17347, training loss: 0.16,
0.148931
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 17348, training loss: 0.15,
0.349815
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 17349, training loss: 0.35,
0.260208
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17350, training loss: 0.26,
0.23864
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 17351, training loss: 0.24,
0.236293
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17352, training loss: 0.24,
0.15396
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 17353, training loss: 0.15,
0.283682
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 17354, training loss: 0.28,
0.168546
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17355, training loss: 0.17,
0.159745
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 17356, training loss: 0.16,
0.163945
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17357, training loss: 0.16,
0.160429
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17358, training loss: 0.16,
0.138401
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17359, training loss: 0.14,
0.195986
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17360, training loss: 0.20,
0.14772
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17361, training loss: 0.15,
0.19242
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 17362, training loss: 0.19,
0.177687
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17363, training loss: 0.18,
0.215595
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17364, training loss: 0.22,
0.149284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17365, training loss: 0.15,
0.232873
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 17366, training loss: 0.23,
0.152059
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17367, training loss: 0.15,
0.187912
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17368, training loss: 0.19,
0.169853
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 17369, training loss: 0.17,
0.189194
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17370, training loss: 0.19,
0.141128
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 17371, training loss: 0.14,
0.15489
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 17372, training loss: 0.15,
0.181948
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17373, training loss: 0.18,
0.166603
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17374, training loss: 0.17,
0.160027
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 17375, training loss: 0.16,
0.422254
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17376, training loss: 0.42,
0.319918
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 17377, training loss: 0.32,
0.155845
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 17378, training loss: 0.16,
0.153809
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 17379, training loss: 0.15,
0.162146
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 17380, training loss: 0.16,
0.144001
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17381, training loss: 0.14,
0.145494
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17382, training loss: 0.15,
0.196247
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 17383, training loss: 0.20,
0.138355
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17384, training loss: 0.14,
0.170741
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17385, training loss: 0.17,
0.185095
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 17386, training loss: 0.19,
0.17592
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 17387, training loss: 0.18,
0.171042
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17388, training loss: 0.17,
0.181837
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17389, training loss: 0.18,
0.15148
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17390, training loss: 0.15,
0.145931
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17391, training loss: 0.15,
0.166253
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17392, training loss: 0.17,
0.14589
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17393, training loss: 0.15,
0.156422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17394, training loss: 0.16,
0.199136
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17395, training loss: 0.20,
0.319564
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17396, training loss: 0.32,
0.192851
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17397, training loss: 0.19,
0.167284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 17398, training loss: 0.17,
0.155768
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17399, training loss: 0.16,
0.169975
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17400, training loss: 0.17,
0.138511
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17401, training loss: 0.14,
0.145872
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 17402, training loss: 0.15,
0.143039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 17403, training loss: 0.14,
0.187583
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17404, training loss: 0.19,
0.350191
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 17405, training loss: 0.35,
0.222678
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 17406, training loss: 0.22,
0.203774
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17407, training loss: 0.20,
0.1991
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17408, training loss: 0.20,
0.176016
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17409, training loss: 0.18,
0.430969
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 17410, training loss: 0.43,
0.228181
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17411, training loss: 0.23,
0.176428
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 17412, training loss: 0.18,
0.137575
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17413, training loss: 0.14,
0.285456
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 17414, training loss: 0.29,
0.211704
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17415, training loss: 0.21,
0.16361
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17416, training loss: 0.16,
0.155007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 17417, training loss: 0.16,
0.18316
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 17418, training loss: 0.18,
0.195434
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17419, training loss: 0.20,
0.143778
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 17420, training loss: 0.14,
0.143674
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17421, training loss: 0.14,
0.45086
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 17422, training loss: 0.45,
0.14441
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17423, training loss: 0.14,
0.175259
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17424, training loss: 0.18,
0.206685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 17425, training loss: 0.21,
0.192076
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 17426, training loss: 0.19,
0.432681
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17427, training loss: 0.43,
0.171218
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17428, training loss: 0.17,
0.200145
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17429, training loss: 0.20,
0.242033
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17430, training loss: 0.24,
0.195038
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 17431, training loss: 0.20,
0.179331
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17432, training loss: 0.18,
0.181102
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 17433, training loss: 0.18,
0.309924
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 17434, training loss: 0.31,
0.16329
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17435, training loss: 0.16,
0.166242
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 17436, training loss: 0.17,
0.232709
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 17437, training loss: 0.23,
0.213951
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 17438, training loss: 0.21,
0.167545
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17439, training loss: 0.17,
0.253469
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 17440, training loss: 0.25,
0.198301
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 17441, training loss: 0.20,
0.162458
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17442, training loss: 0.16,
0.154158
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17443, training loss: 0.15,
0.17288
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17444, training loss: 0.17,
0.152364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17445, training loss: 0.15,
0.15178
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 17446, training loss: 0.15,
0.182012
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17447, training loss: 0.18,
0.146787
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 17448, training loss: 0.15,
0.156541
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17449, training loss: 0.16,
0.262109
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 17450, training loss: 0.26,
0.332432
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 17451, training loss: 0.33,
0.288953
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17452, training loss: 0.29,
0.174192
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17453, training loss: 0.17,
0.270005
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17454, training loss: 0.27,
0.166141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17455, training loss: 0.17,
0.137456
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17456, training loss: 0.14,
0.161689
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17457, training loss: 0.16,
0.239029
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17458, training loss: 0.24,
0.169099
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17459, training loss: 0.17,
0.285733
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17460, training loss: 0.29,
0.238333
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 17461, training loss: 0.24,
0.207823
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 17462, training loss: 0.21,
0.165022
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 17463, training loss: 0.17,
0.238032
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 17464, training loss: 0.24,
0.165943
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 17465, training loss: 0.17,
0.16452
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 17466, training loss: 0.16,
0.180005
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 17467, training loss: 0.18,
0.269206
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17468, training loss: 0.27,
0.176665
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 17469, training loss: 0.18,
0.173675
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 17470, training loss: 0.17,
0.255049
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 17471, training loss: 0.26,
0.190086
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17472, training loss: 0.19,
0.166334
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 17473, training loss: 0.17,
0.228693
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 17474, training loss: 0.23,
0.170614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 17475, training loss: 0.17,
0.290689
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17476, training loss: 0.29,
0.415184
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 17477, training loss: 0.42,
0.28006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 17478, training loss: 0.28,
0.184649
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 17479, training loss: 0.18,
0.395648
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 17480, training loss: 0.40,
0.157031
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 17481, training loss: 0.16,
0.198136
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17482, training loss: 0.20,
0.139669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 17483, training loss: 0.14,
0.199186
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 17484, training loss: 0.20,
0.166401
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17485, training loss: 0.17,
0.226424
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17486, training loss: 0.23,
0.172383
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17487, training loss: 0.17,
0.311018
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17488, training loss: 0.31,
0.166447
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17489, training loss: 0.17,
0.194931
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 17490, training loss: 0.19,
0.200592
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17491, training loss: 0.20,
0.162125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17492, training loss: 0.16,
0.162015
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 17493, training loss: 0.16,
0.167143
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17494, training loss: 0.17,
0.259069
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 17495, training loss: 0.26,
0.176624
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17496, training loss: 0.18,
0.171084
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17497, training loss: 0.17,
0.176242
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 17498, training loss: 0.18,
0.253465
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17499, training loss: 0.25,
0.180221
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17500, training loss: 0.18,
0.169106
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 17501, training loss: 0.17,
0.160466
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 17502, training loss: 0.16,
0.215848
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 17503, training loss: 0.22,
0.219204
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17504, training loss: 0.22,
0.151489
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 17505, training loss: 0.15,
0.172016
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 17506, training loss: 0.17,
0.181318
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 17507, training loss: 0.18,
0.174484
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17508, training loss: 0.17,
0.183593
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 17509, training loss: 0.18,
0.202869
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17510, training loss: 0.20,
0.225657
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17511, training loss: 0.23,
0.15711
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17512, training loss: 0.16,
0.336784
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 17513, training loss: 0.34,
0.13928
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 17514, training loss: 0.14,
0.155885
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 17515, training loss: 0.16,
0.162529
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 17516, training loss: 0.16,
0.248022
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17517, training loss: 0.25,
0.171041
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 17518, training loss: 0.17,
0.186777
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17519, training loss: 0.19,
0.177235
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17520, training loss: 0.18,
0.172938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 17521, training loss: 0.17,
0.238527
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17522, training loss: 0.24,
0.202719
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 17523, training loss: 0.20,
0.213378
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 17524, training loss: 0.21,
0.198946
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 17525, training loss: 0.20,
0.15108
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 17526, training loss: 0.15,
0.178316
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 17527, training loss: 0.18,
0.135958
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17528, training loss: 0.14,
0.15842
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 17529, training loss: 0.16,
0.157607
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17530, training loss: 0.16,
0.154028
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17531, training loss: 0.15,
0.177737
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17532, training loss: 0.18,
0.162934
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 17533, training loss: 0.16,
0.257749
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17534, training loss: 0.26,
0.185933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 17535, training loss: 0.19,
0.184446
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17536, training loss: 0.18,
0.138988
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17537, training loss: 0.14,
0.40072
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 17538, training loss: 0.40,
0.170489
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 17539, training loss: 0.17,
0.188139
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 17540, training loss: 0.19,
0.138694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 17541, training loss: 0.14,
0.148876
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17542, training loss: 0.15,
0.161041
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17543, training loss: 0.16,
0.390125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 17544, training loss: 0.39,
0.190119
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 17545, training loss: 0.19,
0.156851
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17546, training loss: 0.16,
0.160265
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 17547, training loss: 0.16,
0.144257
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 17548, training loss: 0.14,
0.220198
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17549, training loss: 0.22,
0.153249
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 17550, training loss: 0.15,
0.211539
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17551, training loss: 0.21,
0.156401
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17552, training loss: 0.16,
0.150738
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17553, training loss: 0.15,
0.208501
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17554, training loss: 0.21,
0.146364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 17555, training loss: 0.15,
0.160792
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17556, training loss: 0.16,
0.169887
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 17557, training loss: 0.17,
0.153575
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17558, training loss: 0.15,
0.200127
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17559, training loss: 0.20,
0.157979
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17560, training loss: 0.16,
0.189702
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 17561, training loss: 0.19,
0.209883
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17562, training loss: 0.21,
0.207385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17563, training loss: 0.21,
0.165863
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 17564, training loss: 0.17,
0.155533
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17565, training loss: 0.16,
0.175339
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17566, training loss: 0.18,
0.160232
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17567, training loss: 0.16,
0.186309
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 17568, training loss: 0.19,
0.220318
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 17569, training loss: 0.22,
0.187915
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17570, training loss: 0.19,
0.218684
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17571, training loss: 0.22,
0.17023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 17572, training loss: 0.17,
0.150818
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 17573, training loss: 0.15,
0.244856
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17574, training loss: 0.24,
0.167517
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 17575, training loss: 0.17,
0.160872
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 17576, training loss: 0.16,
0.169693
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17577, training loss: 0.17,
0.154681
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 17578, training loss: 0.15,
0.137637
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 17579, training loss: 0.14,
0.338346
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17580, training loss: 0.34,
0.151884
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17581, training loss: 0.15,
0.183007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 17582, training loss: 0.18,
0.176979
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17583, training loss: 0.18,
0.178143
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 17584, training loss: 0.18,
0.197506
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17585, training loss: 0.20,
0.151953
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17586, training loss: 0.15,
0.143435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17587, training loss: 0.14,
0.15541
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17588, training loss: 0.16,
0.250306
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 17589, training loss: 0.25,
0.179198
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17590, training loss: 0.18,
0.172693
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17591, training loss: 0.17,
0.146888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 17592, training loss: 0.15,
0.181985
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17593, training loss: 0.18,
0.164685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 17594, training loss: 0.16,
0.166769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17595, training loss: 0.17,
0.284467
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17596, training loss: 0.28,
0.152891
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 17597, training loss: 0.15,
0.236172
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 17598, training loss: 0.24,
0.162268
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17599, training loss: 0.16,
0.161075
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 17600, training loss: 0.16,
0.305186
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17601, training loss: 0.31,
0.155128
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17602, training loss: 0.16,
0.188931
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17603, training loss: 0.19,
0.131879
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 17604, training loss: 0.13,
0.34481
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17605, training loss: 0.34,
0.293685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 17606, training loss: 0.29,
0.164487
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 17607, training loss: 0.16,
0.246206
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 17608, training loss: 0.25,
0.201601
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 17609, training loss: 0.20,
0.172602
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17610, training loss: 0.17,
0.147521
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17611, training loss: 0.15,
0.273387
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 17612, training loss: 0.27,
0.164072
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17613, training loss: 0.16,
0.181769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 17614, training loss: 0.18,
0.165808
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 17615, training loss: 0.17,
0.204745
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 17616, training loss: 0.20,
0.147603
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17617, training loss: 0.15,
0.168854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 17618, training loss: 0.17,
0.197945
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17619, training loss: 0.20,
0.188256
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17620, training loss: 0.19,
0.161109
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17621, training loss: 0.16,
0.140228
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 17622, training loss: 0.14,
0.178131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17623, training loss: 0.18,
0.187116
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 17624, training loss: 0.19,
0.274694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17625, training loss: 0.27,
0.158796
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17626, training loss: 0.16,
0.137632
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 17627, training loss: 0.14,
0.155151
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17628, training loss: 0.16,
0.232421
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17629, training loss: 0.23,
0.198807
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17630, training loss: 0.20,
0.198273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17631, training loss: 0.20,
0.197208
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17632, training loss: 0.20,
0.201116
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 17633, training loss: 0.20,
0.150929
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 17634, training loss: 0.15,
0.237359
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17635, training loss: 0.24,
0.151536
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17636, training loss: 0.15,
0.172502
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17637, training loss: 0.17,
0.214739
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17638, training loss: 0.21,
0.267722
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17639, training loss: 0.27,
0.230261
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17640, training loss: 0.23,
0.146268
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 17641, training loss: 0.15,
0.28119
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 17642, training loss: 0.28,
0.144902
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17643, training loss: 0.14,
0.21246
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 17644, training loss: 0.21,
0.190317
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17645, training loss: 0.19,
0.172646
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17646, training loss: 0.17,
0.223823
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 17647, training loss: 0.22,
0.215352
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17648, training loss: 0.22,
0.168378
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 17649, training loss: 0.17,
0.210179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17650, training loss: 0.21,
0.177168
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 17651, training loss: 0.18,
0.161897
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17652, training loss: 0.16,
0.167296
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 17653, training loss: 0.17,
0.129753
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 17654, training loss: 0.13,
0.262284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17655, training loss: 0.26,
0.130391
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 17656, training loss: 0.13,
0.187486
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17657, training loss: 0.19,
0.154747
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 17658, training loss: 0.15,
0.205461
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 17659, training loss: 0.21,
0.148378
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17660, training loss: 0.15,
0.14164
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 17661, training loss: 0.14,
0.411264
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17662, training loss: 0.41,
0.175459
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17663, training loss: 0.18,
0.179421
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17664, training loss: 0.18,
0.186785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 17665, training loss: 0.19,
0.186967
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17666, training loss: 0.19,
0.164104
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 17667, training loss: 0.16,
0.172166
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17668, training loss: 0.17,
0.160972
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17669, training loss: 0.16,
0.209232
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17670, training loss: 0.21,
0.357051
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 17671, training loss: 0.36,
0.174355
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17672, training loss: 0.17,
0.165493
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 17673, training loss: 0.17,
0.161849
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17674, training loss: 0.16,
0.142828
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 17675, training loss: 0.14,
0.1437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 17676, training loss: 0.14,
0.139638
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 17677, training loss: 0.14,
0.221906
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 17678, training loss: 0.22,
0.206492
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 17679, training loss: 0.21,
0.255547
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 17680, training loss: 0.26,
0.144819
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 17681, training loss: 0.14,
0.372666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 17682, training loss: 0.37,
0.201807
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 17683, training loss: 0.20,
0.144291
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 17684, training loss: 0.14,
0.199434
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 17685, training loss: 0.20,
0.153903
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17686, training loss: 0.15,
0.15269
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17687, training loss: 0.15,
0.292688
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17688, training loss: 0.29,
0.147437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 17689, training loss: 0.15,
0.175612
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 17690, training loss: 0.18,
0.171179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 17691, training loss: 0.17,
0.169288
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 17692, training loss: 0.17,
0.136368
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 17693, training loss: 0.14,
0.149196
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 17694, training loss: 0.15,
0.312825
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17695, training loss: 0.31,
0.156131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 17696, training loss: 0.16,
0.263033
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17697, training loss: 0.26,
0.19353
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 17698, training loss: 0.19,
0.171166
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17699, training loss: 0.17,
0.153613
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 17700, training loss: 0.15,
0.165835
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17701, training loss: 0.17,
0.175857
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17702, training loss: 0.18,
0.200479
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 17703, training loss: 0.20,
0.160742
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 17704, training loss: 0.16,
0.153149
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17705, training loss: 0.15,
0.155718
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 17706, training loss: 0.16,
0.256406
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17707, training loss: 0.26,
0.235317
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 17708, training loss: 0.24,
0.166836
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 17709, training loss: 0.17,
0.186893
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17710, training loss: 0.19,
0.201418
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 17711, training loss: 0.20,
0.205277
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 17712, training loss: 0.21,
0.240224
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17713, training loss: 0.24,
0.166755
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17714, training loss: 0.17,
0.187409
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17715, training loss: 0.19,
0.175543
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 17716, training loss: 0.18,
0.208296
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17717, training loss: 0.21,
0.156705
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17718, training loss: 0.16,
0.175615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 17719, training loss: 0.18,
0.364316
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 17720, training loss: 0.36,
0.181257
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17721, training loss: 0.18,
0.171299
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 17722, training loss: 0.17,
0.257526
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17723, training loss: 0.26,
0.157866
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 17724, training loss: 0.16,
0.149094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 17725, training loss: 0.15,
0.15445
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 17726, training loss: 0.15,
0.202891
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 17727, training loss: 0.20,
0.228159
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 17728, training loss: 0.23,
0.167781
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 17729, training loss: 0.17,
0.152628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17730, training loss: 0.15,
0.150225
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 17731, training loss: 0.15,
0.268463
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17732, training loss: 0.27,
0.163567
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17733, training loss: 0.16,
0.237659
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17734, training loss: 0.24,
0.164966
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17735, training loss: 0.16,
0.160237
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 17736, training loss: 0.16,
0.159764
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17737, training loss: 0.16,
0.208042
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17738, training loss: 0.21,
0.190098
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17739, training loss: 0.19,
0.161193
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 17740, training loss: 0.16,
0.151468
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 17741, training loss: 0.15,
0.195198
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17742, training loss: 0.20,
0.21578
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 17743, training loss: 0.22,
0.164753
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17744, training loss: 0.16,
0.233877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17745, training loss: 0.23,
0.218985
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 17746, training loss: 0.22,
0.19176
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17747, training loss: 0.19,
0.164804
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 17748, training loss: 0.16,
0.171585
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17749, training loss: 0.17,
0.314105
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 17750, training loss: 0.31,
0.209677
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.6% 20 way one-shot learning accuracy
iteration 17751, training loss: 0.21,
0.150057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17752, training loss: 0.15,
0.241131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 17753, training loss: 0.24,
0.160015
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 17754, training loss: 0.16,
0.181699
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 17755, training loss: 0.18,
0.216404
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17756, training loss: 0.22,
0.167541
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 17757, training loss: 0.17,
0.182326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17758, training loss: 0.18,
0.152474
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17759, training loss: 0.15,
0.140629
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17760, training loss: 0.14,
0.342437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17761, training loss: 0.34,
0.19256
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 17762, training loss: 0.19,
0.138941
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17763, training loss: 0.14,
0.201416
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17764, training loss: 0.20,
0.249677
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17765, training loss: 0.25,
0.285684
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17766, training loss: 0.29,
0.16215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17767, training loss: 0.16,
0.258729
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17768, training loss: 0.26,
0.218118
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17769, training loss: 0.22,
0.267768
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 17770, training loss: 0.27,
0.141555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17771, training loss: 0.14,
0.140568
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17772, training loss: 0.14,
0.162955
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 17773, training loss: 0.16,
0.145131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17774, training loss: 0.15,
0.264379
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 17775, training loss: 0.26,
0.254828
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17776, training loss: 0.25,
0.189306
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 17777, training loss: 0.19,
0.210799
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 17778, training loss: 0.21,
0.38832
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17779, training loss: 0.39,
0.208742
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 17780, training loss: 0.21,
0.168047
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 17781, training loss: 0.17,
0.16246
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 17782, training loss: 0.16,
0.271125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17783, training loss: 0.27,
0.297576
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17784, training loss: 0.30,
0.160134
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17785, training loss: 0.16,
0.33764
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 17786, training loss: 0.34,
0.172744
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 17787, training loss: 0.17,
0.150011
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17788, training loss: 0.15,
0.16042
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17789, training loss: 0.16,
0.222436
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17790, training loss: 0.22,
0.153767
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 17791, training loss: 0.15,
0.159567
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17792, training loss: 0.16,
0.145901
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 17793, training loss: 0.15,
0.261423
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17794, training loss: 0.26,
0.192959
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17795, training loss: 0.19,
0.162797
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 17796, training loss: 0.16,
0.167324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17797, training loss: 0.17,
0.21284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 17798, training loss: 0.21,
0.155962
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 17799, training loss: 0.16,
0.282577
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17800, training loss: 0.28,
0.207755
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17801, training loss: 0.21,
0.211661
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17802, training loss: 0.21,
0.175921
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 17803, training loss: 0.18,
0.16481
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 17804, training loss: 0.16,
0.147026
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17805, training loss: 0.15,
0.131261
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 17806, training loss: 0.13,
0.180446
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 17807, training loss: 0.18,
0.184968
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17808, training loss: 0.18,
0.219175
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 17809, training loss: 0.22,
0.147436
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 17810, training loss: 0.15,
0.181106
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 17811, training loss: 0.18,
0.231371
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 17812, training loss: 0.23,
0.176244
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 17813, training loss: 0.18,
0.162397
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17814, training loss: 0.16,
0.185483
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17815, training loss: 0.19,
0.202855
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 17816, training loss: 0.20,
0.175777
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17817, training loss: 0.18,
0.296646
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17818, training loss: 0.30,
0.184025
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17819, training loss: 0.18,
0.161522
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 17820, training loss: 0.16,
0.197915
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17821, training loss: 0.20,
0.203044
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17822, training loss: 0.20,
0.157399
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17823, training loss: 0.16,
0.245382
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17824, training loss: 0.25,
0.253401
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17825, training loss: 0.25,
0.186496
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 17826, training loss: 0.19,
0.181538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 17827, training loss: 0.18,
0.164747
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 17828, training loss: 0.16,
0.182115
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 17829, training loss: 0.18,
0.160236
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17830, training loss: 0.16,
0.196432
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17831, training loss: 0.20,
0.17229
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17832, training loss: 0.17,
0.351793
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 17833, training loss: 0.35,
0.158518
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17834, training loss: 0.16,
0.186842
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 17835, training loss: 0.19,
0.186625
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 17836, training loss: 0.19,
0.231917
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17837, training loss: 0.23,
0.165086
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 17838, training loss: 0.17,
0.159726
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 17839, training loss: 0.16,
0.341567
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17840, training loss: 0.34,
0.193757
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 17841, training loss: 0.19,
0.1703
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17842, training loss: 0.17,
0.171042
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 17843, training loss: 0.17,
0.172208
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17844, training loss: 0.17,
0.153224
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17845, training loss: 0.15,
0.18024
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17846, training loss: 0.18,
0.186544
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 17847, training loss: 0.19,
0.22971
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 17848, training loss: 0.23,
0.202812
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 17849, training loss: 0.20,
0.178664
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17850, training loss: 0.18,
0.218064
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 17851, training loss: 0.22,
0.251708
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17852, training loss: 0.25,
0.257648
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17853, training loss: 0.26,
0.211294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 17854, training loss: 0.21,
0.159302
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17855, training loss: 0.16,
0.192271
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17856, training loss: 0.19,
0.198511
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 17857, training loss: 0.20,
0.18719
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17858, training loss: 0.19,
0.163216
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 17859, training loss: 0.16,
0.15355
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 17860, training loss: 0.15,
0.185748
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 17861, training loss: 0.19,
0.164328
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17862, training loss: 0.16,
0.235022
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17863, training loss: 0.24,
0.127659
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 17864, training loss: 0.13,
0.189046
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 17865, training loss: 0.19,
0.165571
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17866, training loss: 0.17,
0.174898
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17867, training loss: 0.17,
0.157473
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17868, training loss: 0.16,
0.180718
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17869, training loss: 0.18,
0.209722
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 17870, training loss: 0.21,
0.271111
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17871, training loss: 0.27,
0.154559
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17872, training loss: 0.15,
0.145857
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 17873, training loss: 0.15,
0.25035
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17874, training loss: 0.25,
0.195627
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17875, training loss: 0.20,
0.196151
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 17876, training loss: 0.20,
0.18968
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17877, training loss: 0.19,
0.15498
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17878, training loss: 0.15,
0.215394
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17879, training loss: 0.22,
0.161432
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17880, training loss: 0.16,
0.237006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17881, training loss: 0.24,
0.169389
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 17882, training loss: 0.17,
0.170059
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 17883, training loss: 0.17,
0.13971
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 17884, training loss: 0.14,
0.125571
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 17885, training loss: 0.13,
0.288522
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 17886, training loss: 0.29,
0.200834
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 17887, training loss: 0.20,
0.301952
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17888, training loss: 0.30,
0.178281
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17889, training loss: 0.18,
0.177833
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17890, training loss: 0.18,
0.167401
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17891, training loss: 0.17,
0.206507
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17892, training loss: 0.21,
0.172352
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17893, training loss: 0.17,
0.403899
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 17894, training loss: 0.40,
0.361532
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 17895, training loss: 0.36,
0.197369
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 17896, training loss: 0.20,
0.166192
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 17897, training loss: 0.17,
0.143416
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17898, training loss: 0.14,
0.163062
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17899, training loss: 0.16,
0.158978
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17900, training loss: 0.16,
0.15028
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 17901, training loss: 0.15,
0.175159
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 17902, training loss: 0.18,
0.392382
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 17903, training loss: 0.39,
0.187576
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 17904, training loss: 0.19,
0.225096
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 17905, training loss: 0.23,
0.270009
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17906, training loss: 0.27,
0.169135
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17907, training loss: 0.17,
0.136748
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17908, training loss: 0.14,
0.174644
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 17909, training loss: 0.17,
0.207574
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 17910, training loss: 0.21,
0.204026
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17911, training loss: 0.20,
0.13556
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17912, training loss: 0.14,
0.257069
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 17913, training loss: 0.26,
0.155876
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 17914, training loss: 0.16,
0.352568
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17915, training loss: 0.35,
0.276751
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17916, training loss: 0.28,
0.157001
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17917, training loss: 0.16,
0.177517
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17918, training loss: 0.18,
0.163209
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17919, training loss: 0.16,
0.22269
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17920, training loss: 0.22,
0.189167
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17921, training loss: 0.19,
0.151768
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17922, training loss: 0.15,
0.17459
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 17923, training loss: 0.17,
0.18386
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17924, training loss: 0.18,
0.154047
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 17925, training loss: 0.15,
0.135013
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17926, training loss: 0.14,
0.203676
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 17927, training loss: 0.20,
0.139962
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17928, training loss: 0.14,
0.249585
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17929, training loss: 0.25,
0.164161
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 17930, training loss: 0.16,
0.163821
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17931, training loss: 0.16,
0.158031
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17932, training loss: 0.16,
0.240931
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17933, training loss: 0.24,
0.13172
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 17934, training loss: 0.13,
0.145429
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 17935, training loss: 0.15,
0.142714
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17936, training loss: 0.14,
0.166088
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17937, training loss: 0.17,
0.153901
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17938, training loss: 0.15,
0.224155
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 17939, training loss: 0.22,
0.24783
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17940, training loss: 0.25,
0.293966
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17941, training loss: 0.29,
0.179008
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17942, training loss: 0.18,
0.217893
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17943, training loss: 0.22,
0.168568
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 17944, training loss: 0.17,
0.130832
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 17945, training loss: 0.13,
0.14475
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17946, training loss: 0.14,
0.151192
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 17947, training loss: 0.15,
0.142043
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 17948, training loss: 0.14,
0.200494
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17949, training loss: 0.20,
0.135353
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 17950, training loss: 0.14,
0.151687
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17951, training loss: 0.15,
0.182996
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17952, training loss: 0.18,
0.156072
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17953, training loss: 0.16,
0.232076
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17954, training loss: 0.23,
0.190923
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 17955, training loss: 0.19,
0.155398
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 17956, training loss: 0.16,
0.220478
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17957, training loss: 0.22,
0.140731
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17958, training loss: 0.14,
0.182267
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 17959, training loss: 0.18,
0.228612
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17960, training loss: 0.23,
0.27619
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 17961, training loss: 0.28,
0.280009
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17962, training loss: 0.28,
0.199523
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 17963, training loss: 0.20,
0.168047
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17964, training loss: 0.17,
0.174266
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 17965, training loss: 0.17,
0.168722
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17966, training loss: 0.17,
0.217694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 17967, training loss: 0.22,
0.244585
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 17968, training loss: 0.24,
0.169911
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17969, training loss: 0.17,
0.209847
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 17970, training loss: 0.21,
0.14714
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 17971, training loss: 0.15,
0.154403
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 17972, training loss: 0.15,
0.168999
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 17973, training loss: 0.17,
0.321625
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17974, training loss: 0.32,
0.186072
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 17975, training loss: 0.19,
0.264054
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17976, training loss: 0.26,
0.174064
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17977, training loss: 0.17,
0.150761
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 17978, training loss: 0.15,
0.154968
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 17979, training loss: 0.15,
0.156729
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17980, training loss: 0.16,
0.170532
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 17981, training loss: 0.17,
0.225518
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 17982, training loss: 0.23,
0.1396
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 17983, training loss: 0.14,
0.179067
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 17984, training loss: 0.18,
0.16759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 17985, training loss: 0.17,
0.156648
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17986, training loss: 0.16,
0.151099
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 17987, training loss: 0.15,
0.162014
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17988, training loss: 0.16,
0.223622
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17989, training loss: 0.22,
0.137208
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 17990, training loss: 0.14,
0.275325
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 17991, training loss: 0.28,
0.170253
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 17992, training loss: 0.17,
0.17958
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 17993, training loss: 0.18,
0.280395
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 17994, training loss: 0.28,
0.224117
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 17995, training loss: 0.22,
0.209548
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 17996, training loss: 0.21,
0.1826
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 17997, training loss: 0.18,
0.251515
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 17998, training loss: 0.25,
0.154083
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 17999, training loss: 0.15,
0.183012
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18000, training loss: 0.18,
0.168234
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18001, training loss: 0.17,
0.246966
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18002, training loss: 0.25,
0.171451
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18003, training loss: 0.17,
0.221614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18004, training loss: 0.22,
0.167511
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 18005, training loss: 0.17,
0.142864
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18006, training loss: 0.14,
0.162665
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18007, training loss: 0.16,
0.182678
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18008, training loss: 0.18,
0.153551
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 18009, training loss: 0.15,
0.146699
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18010, training loss: 0.15,
0.21056
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18011, training loss: 0.21,
0.153772
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18012, training loss: 0.15,
0.154975
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 18013, training loss: 0.15,
0.235275
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 18014, training loss: 0.24,
0.281905
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18015, training loss: 0.28,
0.206527
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18016, training loss: 0.21,
0.179539
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18017, training loss: 0.18,
0.14662
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18018, training loss: 0.15,
0.222843
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18019, training loss: 0.22,
0.149845
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18020, training loss: 0.15,
0.199894
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18021, training loss: 0.20,
0.233458
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18022, training loss: 0.23,
0.144432
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18023, training loss: 0.14,
0.140708
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 18024, training loss: 0.14,
0.190172
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18025, training loss: 0.19,
0.182835
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 18026, training loss: 0.18,
0.143637
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18027, training loss: 0.14,
0.178432
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18028, training loss: 0.18,
0.23911
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18029, training loss: 0.24,
0.158213
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18030, training loss: 0.16,
0.162132
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 18031, training loss: 0.16,
0.243924
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18032, training loss: 0.24,
0.20897
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 18033, training loss: 0.21,
0.262964
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18034, training loss: 0.26,
0.266093
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18035, training loss: 0.27,
0.164322
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18036, training loss: 0.16,
0.158396
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18037, training loss: 0.16,
0.299244
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 18038, training loss: 0.30,
0.165059
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18039, training loss: 0.17,
0.154205
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 18040, training loss: 0.15,
0.180289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18041, training loss: 0.18,
0.146575
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 18042, training loss: 0.15,
0.16367
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18043, training loss: 0.16,
0.159308
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18044, training loss: 0.16,
0.184073
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 18045, training loss: 0.18,
0.172517
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18046, training loss: 0.17,
0.159715
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18047, training loss: 0.16,
0.180943
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18048, training loss: 0.18,
0.142091
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18049, training loss: 0.14,
0.181854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 18050, training loss: 0.18,
0.312528
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18051, training loss: 0.31,
0.154871
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18052, training loss: 0.15,
0.162465
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18053, training loss: 0.16,
0.147776
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18054, training loss: 0.15,
0.193609
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18055, training loss: 0.19,
0.182676
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 18056, training loss: 0.18,
0.165576
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18057, training loss: 0.17,
0.212205
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 18058, training loss: 0.21,
0.148125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18059, training loss: 0.15,
0.147407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 18060, training loss: 0.15,
0.155284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 18061, training loss: 0.16,
0.144389
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18062, training loss: 0.14,
0.363111
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18063, training loss: 0.36,
0.148693
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 18064, training loss: 0.15,
0.161109
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18065, training loss: 0.16,
0.159945
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 18066, training loss: 0.16,
0.143518
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18067, training loss: 0.14,
0.200875
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 18068, training loss: 0.20,
0.173288
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 18069, training loss: 0.17,
0.174351
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18070, training loss: 0.17,
0.240264
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18071, training loss: 0.24,
0.193412
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 18072, training loss: 0.19,
0.17767
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18073, training loss: 0.18,
0.161989
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18074, training loss: 0.16,
0.166028
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18075, training loss: 0.17,
0.162744
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 18076, training loss: 0.16,
0.161105
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18077, training loss: 0.16,
0.195343
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18078, training loss: 0.20,
0.176991
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18079, training loss: 0.18,
0.195122
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18080, training loss: 0.20,
0.14102
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 18081, training loss: 0.14,
0.139134
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 18082, training loss: 0.14,
0.147232
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18083, training loss: 0.15,
0.186247
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18084, training loss: 0.19,
0.137772
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 18085, training loss: 0.14,
0.236452
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 18086, training loss: 0.24,
0.130571
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18087, training loss: 0.13,
0.132708
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 18088, training loss: 0.13,
0.148091
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18089, training loss: 0.15,
0.149215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18090, training loss: 0.15,
0.18759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 18091, training loss: 0.19,
0.363684
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 18092, training loss: 0.36,
0.213406
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18093, training loss: 0.21,
0.164737
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18094, training loss: 0.16,
0.161374
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 18095, training loss: 0.16,
0.1387
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 18096, training loss: 0.14,
0.140177
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18097, training loss: 0.14,
0.149405
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18098, training loss: 0.15,
0.165983
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18099, training loss: 0.17,
0.16706
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18100, training loss: 0.17,
0.193508
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18101, training loss: 0.19,
0.144636
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18102, training loss: 0.14,
0.161634
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 18103, training loss: 0.16,
0.159805
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18104, training loss: 0.16,
0.182931
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 18105, training loss: 0.18,
0.14104
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 18106, training loss: 0.14,
0.16402
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18107, training loss: 0.16,
0.163267
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18108, training loss: 0.16,
0.33091
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 18109, training loss: 0.33,
0.195345
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18110, training loss: 0.20,
0.178218
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18111, training loss: 0.18,
0.152363
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 18112, training loss: 0.15,
0.135731
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 88.8% 20 way one-shot learning accuracy
iteration 18113, training loss: 0.14,
0.173375
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 18114, training loss: 0.17,
0.191086
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18115, training loss: 0.19,
0.200252
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18116, training loss: 0.20,
0.198565
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18117, training loss: 0.20,
0.192144
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18118, training loss: 0.19,
0.212634
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 18119, training loss: 0.21,
0.184572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 18120, training loss: 0.18,
0.178136
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18121, training loss: 0.18,
0.187215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18122, training loss: 0.19,
0.172431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18123, training loss: 0.17,
0.196342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18124, training loss: 0.20,
0.376215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18125, training loss: 0.38,
0.230464
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18126, training loss: 0.23,
0.190918
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18127, training loss: 0.19,
0.183563
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 18128, training loss: 0.18,
0.173687
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 18129, training loss: 0.17,
0.275624
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 18130, training loss: 0.28,
0.195671
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 18131, training loss: 0.20,
0.150455
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18132, training loss: 0.15,
0.193563
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18133, training loss: 0.19,
0.139066
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18134, training loss: 0.14,
0.247553
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 18135, training loss: 0.25,
0.197473
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 18136, training loss: 0.20,
0.159968
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 18137, training loss: 0.16,
0.16543
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18138, training loss: 0.17,
0.152702
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18139, training loss: 0.15,
0.149322
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 18140, training loss: 0.15,
0.1784
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18141, training loss: 0.18,
0.24214
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 18142, training loss: 0.24,
0.299935
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 18143, training loss: 0.30,
0.185349
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 18144, training loss: 0.19,
0.209132
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 18145, training loss: 0.21,
0.135307
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 18146, training loss: 0.14,
0.183976
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18147, training loss: 0.18,
0.141773
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18148, training loss: 0.14,
0.163022
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18149, training loss: 0.16,
0.344156
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18150, training loss: 0.34,
0.167023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18151, training loss: 0.17,
0.137802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18152, training loss: 0.14,
0.190535
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18153, training loss: 0.19,
0.177442
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 18154, training loss: 0.18,
0.156677
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 18155, training loss: 0.16,
0.154492
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18156, training loss: 0.15,
0.171464
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18157, training loss: 0.17,
0.141876
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18158, training loss: 0.14,
0.146258
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18159, training loss: 0.15,
0.256679
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18160, training loss: 0.26,
0.160826
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18161, training loss: 0.16,
0.300448
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18162, training loss: 0.30,
0.149578
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 18163, training loss: 0.15,
0.243639
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18164, training loss: 0.24,
0.153716
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18165, training loss: 0.15,
0.167584
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18166, training loss: 0.17,
0.162841
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 18167, training loss: 0.16,
0.155907
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 18168, training loss: 0.16,
0.220866
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18169, training loss: 0.22,
0.159507
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18170, training loss: 0.16,
0.138666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18171, training loss: 0.14,
0.171877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 18172, training loss: 0.17,
0.213473
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 18173, training loss: 0.21,
0.151409
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 18174, training loss: 0.15,
0.153247
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18175, training loss: 0.15,
0.375411
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18176, training loss: 0.38,
0.247323
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 18177, training loss: 0.25,
0.133569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 18178, training loss: 0.13,
0.145653
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18179, training loss: 0.15,
0.138769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18180, training loss: 0.14,
0.147104
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 18181, training loss: 0.15,
0.147968
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18182, training loss: 0.15,
0.145663
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18183, training loss: 0.15,
0.208126
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18184, training loss: 0.21,
0.186492
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18185, training loss: 0.19,
0.168293
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18186, training loss: 0.17,
0.177847
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 18187, training loss: 0.18,
0.15763
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18188, training loss: 0.16,
0.193747
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18189, training loss: 0.19,
0.171808
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18190, training loss: 0.17,
0.155651
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18191, training loss: 0.16,
0.152289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 18192, training loss: 0.15,
0.146652
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 18193, training loss: 0.15,
0.147107
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 18194, training loss: 0.15,
0.209515
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18195, training loss: 0.21,
0.1871
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 18196, training loss: 0.19,
0.157118
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18197, training loss: 0.16,
0.184877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18198, training loss: 0.18,
0.202356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18199, training loss: 0.20,
0.199677
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 18200, training loss: 0.20,
0.132898
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18201, training loss: 0.13,
0.152845
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18202, training loss: 0.15,
0.167198
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 18203, training loss: 0.17,
0.198238
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18204, training loss: 0.20,
0.254007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18205, training loss: 0.25,
0.209519
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18206, training loss: 0.21,
0.147075
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 18207, training loss: 0.15,
0.160131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18208, training loss: 0.16,
0.226887
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18209, training loss: 0.23,
0.154925
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18210, training loss: 0.15,
0.146544
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18211, training loss: 0.15,
0.129515
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18212, training loss: 0.13,
0.225639
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18213, training loss: 0.23,
0.166007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18214, training loss: 0.17,
0.191518
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 18215, training loss: 0.19,
0.137731
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18216, training loss: 0.14,
0.349239
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 18217, training loss: 0.35,
0.348979
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18218, training loss: 0.35,
0.15151
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 18219, training loss: 0.15,
0.156058
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18220, training loss: 0.16,
0.240945
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18221, training loss: 0.24,
0.171652
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 18222, training loss: 0.17,
0.189366
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18223, training loss: 0.19,
0.19669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18224, training loss: 0.20,
0.181424
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 18225, training loss: 0.18,
0.145641
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18226, training loss: 0.15,
0.203938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 18227, training loss: 0.20,
0.168496
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18228, training loss: 0.17,
0.14792
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18229, training loss: 0.15,
0.159965
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 18230, training loss: 0.16,
0.180175
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 18231, training loss: 0.18,
0.148953
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18232, training loss: 0.15,
0.179477
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 18233, training loss: 0.18,
0.204538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18234, training loss: 0.20,
0.275385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18235, training loss: 0.28,
0.141096
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18236, training loss: 0.14,
0.160127
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18237, training loss: 0.16,
0.162606
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 18238, training loss: 0.16,
0.188765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18239, training loss: 0.19,
0.181613
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18240, training loss: 0.18,
0.175658
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18241, training loss: 0.18,
0.14201
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 18242, training loss: 0.14,
0.12734
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 18243, training loss: 0.13,
0.148416
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18244, training loss: 0.15,
0.162206
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18245, training loss: 0.16,
0.21762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 18246, training loss: 0.22,
0.196345
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 18247, training loss: 0.20,
0.135355
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 18248, training loss: 0.14,
0.205191
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18249, training loss: 0.21,
0.179154
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 18250, training loss: 0.18,
0.148715
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18251, training loss: 0.15,
0.242321
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18252, training loss: 0.24,
0.135423
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18253, training loss: 0.14,
0.145039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18254, training loss: 0.15,
0.213368
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18255, training loss: 0.21,
0.138556
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18256, training loss: 0.14,
0.152945
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18257, training loss: 0.15,
0.162076
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18258, training loss: 0.16,
0.144752
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 18259, training loss: 0.14,
0.155831
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18260, training loss: 0.16,
0.253812
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18261, training loss: 0.25,
0.155532
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18262, training loss: 0.16,
0.14341
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 18263, training loss: 0.14,
0.155802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18264, training loss: 0.16,
0.171337
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18265, training loss: 0.17,
0.127878
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18266, training loss: 0.13,
0.13682
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18267, training loss: 0.14,
0.163289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18268, training loss: 0.16,
0.171961
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18269, training loss: 0.17,
0.149268
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 18270, training loss: 0.15,
0.244832
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18271, training loss: 0.24,
0.20234
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18272, training loss: 0.20,
0.149914
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18273, training loss: 0.15,
0.141658
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18274, training loss: 0.14,
0.159983
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 18275, training loss: 0.16,
0.17512
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 18276, training loss: 0.18,
0.234592
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18277, training loss: 0.23,
0.2818
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 18278, training loss: 0.28,
0.17183
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 18279, training loss: 0.17,
0.187704
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 18280, training loss: 0.19,
0.148066
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 18281, training loss: 0.15,
0.150835
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18282, training loss: 0.15,
0.149769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 18283, training loss: 0.15,
0.193317
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 18284, training loss: 0.19,
0.14043
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18285, training loss: 0.14,
0.195722
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18286, training loss: 0.20,
0.171659
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18287, training loss: 0.17,
0.237671
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18288, training loss: 0.24,
0.15892
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18289, training loss: 0.16,
0.16556
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18290, training loss: 0.17,
0.203396
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18291, training loss: 0.20,
0.266918
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 18292, training loss: 0.27,
0.135227
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18293, training loss: 0.14,
0.17419
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18294, training loss: 0.17,
0.158459
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 18295, training loss: 0.16,
0.149749
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18296, training loss: 0.15,
0.235218
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18297, training loss: 0.24,
0.222968
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 18298, training loss: 0.22,
0.252152
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 18299, training loss: 0.25,
0.159574
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18300, training loss: 0.16,
0.183704
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18301, training loss: 0.18,
0.151485
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 18302, training loss: 0.15,
0.170582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18303, training loss: 0.17,
0.217455
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18304, training loss: 0.22,
0.303593
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 18305, training loss: 0.30,
0.21977
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18306, training loss: 0.22,
0.150069
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 18307, training loss: 0.15,
0.275174
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 18308, training loss: 0.28,
0.267836
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18309, training loss: 0.27,
0.300669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18310, training loss: 0.30,
0.147294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 18311, training loss: 0.15,
0.182693
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 18312, training loss: 0.18,
0.149127
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18313, training loss: 0.15,
0.144291
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18314, training loss: 0.14,
0.247597
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18315, training loss: 0.25,
0.171153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18316, training loss: 0.17,
0.327451
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 18317, training loss: 0.33,
0.169052
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18318, training loss: 0.17,
0.138349
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18319, training loss: 0.14,
0.176263
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18320, training loss: 0.18,
0.162988
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18321, training loss: 0.16,
0.150003
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18322, training loss: 0.15,
0.227097
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18323, training loss: 0.23,
0.183495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18324, training loss: 0.18,
0.152009
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18325, training loss: 0.15,
0.159001
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18326, training loss: 0.16,
0.351167
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 18327, training loss: 0.35,
0.168158
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 18328, training loss: 0.17,
0.173211
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18329, training loss: 0.17,
0.201986
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18330, training loss: 0.20,
0.148649
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18331, training loss: 0.15,
0.190493
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18332, training loss: 0.19,
0.274053
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18333, training loss: 0.27,
0.230531
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18334, training loss: 0.23,
0.184742
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18335, training loss: 0.18,
0.206438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 18336, training loss: 0.21,
0.210998
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18337, training loss: 0.21,
0.157025
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18338, training loss: 0.16,
0.20504
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 18339, training loss: 0.21,
0.249766
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18340, training loss: 0.25,
0.152097
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18341, training loss: 0.15,
0.169703
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 18342, training loss: 0.17,
0.13824
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18343, training loss: 0.14,
0.157502
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18344, training loss: 0.16,
0.163017
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18345, training loss: 0.16,
0.204884
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 18346, training loss: 0.20,
0.170899
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 18347, training loss: 0.17,
0.177954
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18348, training loss: 0.18,
0.133861
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18349, training loss: 0.13,
0.168547
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18350, training loss: 0.17,
0.232372
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18351, training loss: 0.23,
0.201027
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 18352, training loss: 0.20,
0.172902
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 18353, training loss: 0.17,
0.13555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 18354, training loss: 0.14,
0.141129
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18355, training loss: 0.14,
0.215048
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18356, training loss: 0.22,
0.179339
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18357, training loss: 0.18,
0.171257
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 18358, training loss: 0.17,
0.133271
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18359, training loss: 0.13,
0.172792
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18360, training loss: 0.17,
0.405302
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18361, training loss: 0.41,
0.154131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 18362, training loss: 0.15,
0.180923
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 18363, training loss: 0.18,
0.140851
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 18364, training loss: 0.14,
0.229399
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18365, training loss: 0.23,
0.18818
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 18366, training loss: 0.19,
0.161985
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18367, training loss: 0.16,
0.157962
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18368, training loss: 0.16,
0.219839
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18369, training loss: 0.22,
0.282979
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18370, training loss: 0.28,
0.154986
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 18371, training loss: 0.15,
0.283627
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18372, training loss: 0.28,
0.311282
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18373, training loss: 0.31,
0.166855
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 18374, training loss: 0.17,
0.165219
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18375, training loss: 0.17,
0.2223
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18376, training loss: 0.22,
0.257423
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18377, training loss: 0.26,
0.233337
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 18378, training loss: 0.23,
0.148507
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18379, training loss: 0.15,
0.217883
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18380, training loss: 0.22,
0.451209
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18381, training loss: 0.45,
0.336693
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18382, training loss: 0.34,
0.218808
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18383, training loss: 0.22,
0.205422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18384, training loss: 0.21,
0.258603
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 18385, training loss: 0.26,
0.204259
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 18386, training loss: 0.20,
0.18306
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18387, training loss: 0.18,
0.166872
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 18388, training loss: 0.17,
0.225253
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18389, training loss: 0.23,
0.327158
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 18390, training loss: 0.33,
0.247352
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18391, training loss: 0.25,
0.202917
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18392, training loss: 0.20,
0.212206
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 18393, training loss: 0.21,
0.182029
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 18394, training loss: 0.18,
0.167593
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 18395, training loss: 0.17,
0.132619
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 18396, training loss: 0.13,
0.198135
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 68.0% 20 way one-shot learning accuracy
iteration 18397, training loss: 0.20,
0.201408
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18398, training loss: 0.20,
0.248343
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 18399, training loss: 0.25,
0.216895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 18400, training loss: 0.22,
0.237433
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18401, training loss: 0.24,
0.250969
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 18402, training loss: 0.25,
0.15926
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18403, training loss: 0.16,
0.258435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18404, training loss: 0.26,
0.151073
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 18405, training loss: 0.15,
0.183342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18406, training loss: 0.18,
0.189709
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 18407, training loss: 0.19,
0.226596
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18408, training loss: 0.23,
0.174017
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18409, training loss: 0.17,
0.148852
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 18410, training loss: 0.15,
0.183085
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18411, training loss: 0.18,
0.158427
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18412, training loss: 0.16,
0.234215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18413, training loss: 0.23,
0.15129
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18414, training loss: 0.15,
0.307544
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 18415, training loss: 0.31,
0.218608
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18416, training loss: 0.22,
0.160341
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18417, training loss: 0.16,
0.159575
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 18418, training loss: 0.16,
0.146886
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18419, training loss: 0.15,
0.161538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 18420, training loss: 0.16,
0.208879
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18421, training loss: 0.21,
0.289185
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 18422, training loss: 0.29,
0.152753
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18423, training loss: 0.15,
0.146192
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 18424, training loss: 0.15,
0.164698
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 18425, training loss: 0.16,
0.139566
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18426, training loss: 0.14,
0.260639
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18427, training loss: 0.26,
0.136505
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 18428, training loss: 0.14,
0.204329
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 18429, training loss: 0.20,
0.174233
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18430, training loss: 0.17,
0.154215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 18431, training loss: 0.15,
0.180337
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18432, training loss: 0.18,
0.141489
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18433, training loss: 0.14,
0.198849
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18434, training loss: 0.20,
0.181895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 18435, training loss: 0.18,
0.237323
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18436, training loss: 0.24,
0.138266
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 18437, training loss: 0.14,
0.16815
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18438, training loss: 0.17,
0.165628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18439, training loss: 0.17,
0.193027
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18440, training loss: 0.19,
0.16886
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 18441, training loss: 0.17,
0.159977
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 18442, training loss: 0.16,
0.141944
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 18443, training loss: 0.14,
0.211288
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18444, training loss: 0.21,
0.157569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18445, training loss: 0.16,
0.286885
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 18446, training loss: 0.29,
0.24869
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 18447, training loss: 0.25,
0.15095
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18448, training loss: 0.15,
0.137303
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18449, training loss: 0.14,
0.134933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18450, training loss: 0.13,
0.265848
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18451, training loss: 0.27,
0.155255
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18452, training loss: 0.16,
0.152442
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 18453, training loss: 0.15,
0.194125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18454, training loss: 0.19,
0.215562
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18455, training loss: 0.22,
0.159561
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 18456, training loss: 0.16,
0.141371
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18457, training loss: 0.14,
0.156938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18458, training loss: 0.16,
0.161481
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18459, training loss: 0.16,
0.152483
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18460, training loss: 0.15,
0.166322
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18461, training loss: 0.17,
0.220572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 18462, training loss: 0.22,
0.177772
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18463, training loss: 0.18,
0.2118
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 18464, training loss: 0.21,
0.161972
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18465, training loss: 0.16,
0.146831
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18466, training loss: 0.15,
0.145027
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 18467, training loss: 0.15,
0.163776
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18468, training loss: 0.16,
0.175308
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 18469, training loss: 0.18,
0.15265
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 18470, training loss: 0.15,
0.239847
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 18471, training loss: 0.24,
0.162105
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18472, training loss: 0.16,
0.182824
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 18473, training loss: 0.18,
0.209865
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18474, training loss: 0.21,
0.189797
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18475, training loss: 0.19,
0.186532
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18476, training loss: 0.19,
0.144853
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18477, training loss: 0.14,
0.251215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18478, training loss: 0.25,
0.140799
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18479, training loss: 0.14,
0.265195
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18480, training loss: 0.27,
0.242541
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 18481, training loss: 0.24,
0.491965
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18482, training loss: 0.49,
0.139459
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18483, training loss: 0.14,
0.215558
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 18484, training loss: 0.22,
0.180998
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18485, training loss: 0.18,
0.160149
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18486, training loss: 0.16,
0.166754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18487, training loss: 0.17,
0.140465
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 18488, training loss: 0.14,
0.234421
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 18489, training loss: 0.23,
0.154422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18490, training loss: 0.15,
0.23881
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18491, training loss: 0.24,
0.145628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 18492, training loss: 0.15,
0.253358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 18493, training loss: 0.25,
0.191995
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18494, training loss: 0.19,
0.145369
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18495, training loss: 0.15,
0.250084
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 18496, training loss: 0.25,
0.279146
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18497, training loss: 0.28,
0.15426
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 18498, training loss: 0.15,
0.201636
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 18499, training loss: 0.20,
0.188992
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 18500, training loss: 0.19,
0.17483
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18501, training loss: 0.17,
0.172736
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 18502, training loss: 0.17,
0.138825
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18503, training loss: 0.14,
0.144275
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18504, training loss: 0.14,
0.139919
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18505, training loss: 0.14,
0.237346
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18506, training loss: 0.24,
0.155833
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18507, training loss: 0.16,
0.220157
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18508, training loss: 0.22,
0.192056
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18509, training loss: 0.19,
0.176151
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 18510, training loss: 0.18,
0.18005
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18511, training loss: 0.18,
0.144134
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18512, training loss: 0.14,
0.364618
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 18513, training loss: 0.36,
0.194361
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18514, training loss: 0.19,
0.157813
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18515, training loss: 0.16,
0.158373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18516, training loss: 0.16,
0.139915
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 18517, training loss: 0.14,
0.142689
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 18518, training loss: 0.14,
0.139548
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 18519, training loss: 0.14,
0.136309
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18520, training loss: 0.14,
0.18725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18521, training loss: 0.19,
0.178408
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 18522, training loss: 0.18,
0.250324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 18523, training loss: 0.25,
0.175786
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 18524, training loss: 0.18,
0.141086
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18525, training loss: 0.14,
0.158312
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 18526, training loss: 0.16,
0.181989
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18527, training loss: 0.18,
0.141949
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 18528, training loss: 0.14,
0.169707
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18529, training loss: 0.17,
0.212574
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18530, training loss: 0.21,
0.226761
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18531, training loss: 0.23,
0.167922
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 18532, training loss: 0.17,
0.519162
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18533, training loss: 0.52,
0.256492
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18534, training loss: 0.26,
0.18815
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18535, training loss: 0.19,
0.261975
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18536, training loss: 0.26,
0.154918
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18537, training loss: 0.15,
0.233346
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18538, training loss: 0.23,
0.152544
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18539, training loss: 0.15,
0.161023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 18540, training loss: 0.16,
0.192288
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 18541, training loss: 0.19,
0.197991
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18542, training loss: 0.20,
0.250306
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18543, training loss: 0.25,
0.345826
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18544, training loss: 0.35,
0.141077
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18545, training loss: 0.14,
0.173052
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18546, training loss: 0.17,
0.174909
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18547, training loss: 0.17,
0.201371
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18548, training loss: 0.20,
0.195205
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18549, training loss: 0.20,
0.175186
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 18550, training loss: 0.18,
0.178723
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18551, training loss: 0.18,
0.181163
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18552, training loss: 0.18,
0.265095
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18553, training loss: 0.27,
0.155987
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18554, training loss: 0.16,
0.353607
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18555, training loss: 0.35,
0.15263
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18556, training loss: 0.15,
0.143301
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18557, training loss: 0.14,
0.15224
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18558, training loss: 0.15,
0.211238
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18559, training loss: 0.21,
0.157218
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 18560, training loss: 0.16,
0.224379
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18561, training loss: 0.22,
0.186566
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 18562, training loss: 0.19,
0.202484
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18563, training loss: 0.20,
0.279334
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18564, training loss: 0.28,
0.152603
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 18565, training loss: 0.15,
0.162121
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18566, training loss: 0.16,
0.181381
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18567, training loss: 0.18,
0.20717
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 18568, training loss: 0.21,
0.149345
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 18569, training loss: 0.15,
0.219878
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18570, training loss: 0.22,
0.149014
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18571, training loss: 0.15,
0.170293
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18572, training loss: 0.17,
0.20723
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 18573, training loss: 0.21,
0.161741
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 18574, training loss: 0.16,
0.206422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18575, training loss: 0.21,
0.149247
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18576, training loss: 0.15,
0.153534
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18577, training loss: 0.15,
0.128891
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 18578, training loss: 0.13,
0.210511
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 18579, training loss: 0.21,
0.189083
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18580, training loss: 0.19,
0.280759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18581, training loss: 0.28,
0.169656
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18582, training loss: 0.17,
0.171947
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18583, training loss: 0.17,
0.190507
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 18584, training loss: 0.19,
0.189062
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 18585, training loss: 0.19,
0.151104
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18586, training loss: 0.15,
0.183294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 18587, training loss: 0.18,
0.164533
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 18588, training loss: 0.16,
0.184795
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18589, training loss: 0.18,
0.20813
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18590, training loss: 0.21,
0.147108
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18591, training loss: 0.15,
0.236661
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 18592, training loss: 0.24,
0.156078
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 18593, training loss: 0.16,
0.139432
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18594, training loss: 0.14,
0.221148
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18595, training loss: 0.22,
0.133352
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18596, training loss: 0.13,
0.161769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18597, training loss: 0.16,
0.138687
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18598, training loss: 0.14,
0.163467
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18599, training loss: 0.16,
0.149741
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18600, training loss: 0.15,
0.216502
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 18601, training loss: 0.22,
0.195059
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 18602, training loss: 0.20,
0.197983
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 18603, training loss: 0.20,
0.490825
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18604, training loss: 0.49,
0.152862
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18605, training loss: 0.15,
0.263859
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 18606, training loss: 0.26,
0.310362
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18607, training loss: 0.31,
0.148998
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18608, training loss: 0.15,
0.169305
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18609, training loss: 0.17,
0.161663
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 18610, training loss: 0.16,
0.167832
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18611, training loss: 0.17,
0.193258
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18612, training loss: 0.19,
0.148778
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18613, training loss: 0.15,
0.161769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18614, training loss: 0.16,
0.193724
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 18615, training loss: 0.19,
0.142061
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 18616, training loss: 0.14,
0.204514
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 18617, training loss: 0.20,
0.150348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18618, training loss: 0.15,
0.131423
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18619, training loss: 0.13,
0.150482
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 18620, training loss: 0.15,
0.136323
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18621, training loss: 0.14,
0.147902
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18622, training loss: 0.15,
0.209097
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 18623, training loss: 0.21,
0.167159
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18624, training loss: 0.17,
0.18128
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18625, training loss: 0.18,
0.159903
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 18626, training loss: 0.16,
0.151857
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18627, training loss: 0.15,
0.14925
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 18628, training loss: 0.15,
0.202629
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18629, training loss: 0.20,
0.158174
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18630, training loss: 0.16,
0.1742
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18631, training loss: 0.17,
0.162635
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18632, training loss: 0.16,
0.13767
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 18633, training loss: 0.14,
0.252082
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18634, training loss: 0.25,
0.136044
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18635, training loss: 0.14,
0.148215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18636, training loss: 0.15,
0.141395
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 18637, training loss: 0.14,
0.241989
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18638, training loss: 0.24,
0.141841
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 18639, training loss: 0.14,
0.182145
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 18640, training loss: 0.18,
0.236757
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 18641, training loss: 0.24,
0.157772
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18642, training loss: 0.16,
0.223474
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 18643, training loss: 0.22,
0.173379
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18644, training loss: 0.17,
0.244865
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18645, training loss: 0.24,
0.144318
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 18646, training loss: 0.14,
0.157761
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18647, training loss: 0.16,
0.244187
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18648, training loss: 0.24,
0.149276
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18649, training loss: 0.15,
0.143147
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18650, training loss: 0.14,
0.185557
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18651, training loss: 0.19,
0.173916
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18652, training loss: 0.17,
0.170694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 18653, training loss: 0.17,
0.139405
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18654, training loss: 0.14,
0.140494
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18655, training loss: 0.14,
0.191
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 18656, training loss: 0.19,
0.145638
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 18657, training loss: 0.15,
0.163807
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18658, training loss: 0.16,
0.217887
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18659, training loss: 0.22,
0.167825
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18660, training loss: 0.17,
0.146804
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 18661, training loss: 0.15,
0.205832
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18662, training loss: 0.21,
0.282307
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18663, training loss: 0.28,
0.196824
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 18664, training loss: 0.20,
0.159019
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 18665, training loss: 0.16,
0.137037
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18666, training loss: 0.14,
0.15318
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 18667, training loss: 0.15,
0.29198
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18668, training loss: 0.29,
0.160487
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 18669, training loss: 0.16,
0.139726
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 18670, training loss: 0.14,
0.212038
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 18671, training loss: 0.21,
0.14019
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18672, training loss: 0.14,
0.168781
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 18673, training loss: 0.17,
0.162154
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 18674, training loss: 0.16,
0.208648
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18675, training loss: 0.21,
0.138307
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18676, training loss: 0.14,
0.137498
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18677, training loss: 0.14,
0.195403
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18678, training loss: 0.20,
0.141119
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18679, training loss: 0.14,
0.25229
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18680, training loss: 0.25,
0.202142
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 18681, training loss: 0.20,
0.20731
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18682, training loss: 0.21,
0.152006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18683, training loss: 0.15,
0.133411
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18684, training loss: 0.13,
0.184971
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18685, training loss: 0.18,
0.169778
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 18686, training loss: 0.17,
0.257036
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18687, training loss: 0.26,
0.170313
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18688, training loss: 0.17,
0.325612
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 18689, training loss: 0.33,
0.153698
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 18690, training loss: 0.15,
0.163141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18691, training loss: 0.16,
0.201615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18692, training loss: 0.20,
0.167769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 18693, training loss: 0.17,
0.147782
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18694, training loss: 0.15,
0.153757
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18695, training loss: 0.15,
0.152003
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18696, training loss: 0.15,
0.293016
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18697, training loss: 0.29,
0.162547
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18698, training loss: 0.16,
0.171456
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18699, training loss: 0.17,
0.132219
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18700, training loss: 0.13,
0.146474
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18701, training loss: 0.15,
0.143497
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 18702, training loss: 0.14,
0.208097
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18703, training loss: 0.21,
0.133824
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18704, training loss: 0.13,
0.274813
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18705, training loss: 0.27,
0.149809
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 18706, training loss: 0.15,
0.197598
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18707, training loss: 0.20,
0.145116
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 18708, training loss: 0.15,
0.135062
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 18709, training loss: 0.14,
0.223976
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 18710, training loss: 0.22,
0.164857
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 18711, training loss: 0.16,
0.1783
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18712, training loss: 0.18,
0.135237
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18713, training loss: 0.14,
0.138412
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18714, training loss: 0.14,
0.224153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18715, training loss: 0.22,
0.172041
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 18716, training loss: 0.17,
0.197898
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 18717, training loss: 0.20,
0.145777
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18718, training loss: 0.15,
0.141502
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18719, training loss: 0.14,
0.147403
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18720, training loss: 0.15,
0.154009
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 18721, training loss: 0.15,
0.151341
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18722, training loss: 0.15,
0.174364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18723, training loss: 0.17,
0.277163
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 18724, training loss: 0.28,
0.170545
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18725, training loss: 0.17,
0.154215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18726, training loss: 0.15,
0.262866
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18727, training loss: 0.26,
0.175542
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18728, training loss: 0.18,
0.177071
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 18729, training loss: 0.18,
0.139487
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18730, training loss: 0.14,
0.177136
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 18731, training loss: 0.18,
0.211752
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 18732, training loss: 0.21,
0.157704
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18733, training loss: 0.16,
0.13572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18734, training loss: 0.14,
0.143878
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18735, training loss: 0.14,
0.178531
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 18736, training loss: 0.18,
0.231822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 18737, training loss: 0.23,
0.263394
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 18738, training loss: 0.26,
0.147933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 18739, training loss: 0.15,
0.201683
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 18740, training loss: 0.20,
0.18413
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18741, training loss: 0.18,
0.153688
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 18742, training loss: 0.15,
0.16242
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 18743, training loss: 0.16,
0.238601
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18744, training loss: 0.24,
0.140282
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18745, training loss: 0.14,
0.202821
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 18746, training loss: 0.20,
0.231663
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18747, training loss: 0.23,
0.353996
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18748, training loss: 0.35,
0.21211
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 18749, training loss: 0.21,
0.136599
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18750, training loss: 0.14,
0.206921
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18751, training loss: 0.21,
0.129803
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18752, training loss: 0.13,
0.3034
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 18753, training loss: 0.30,
0.188375
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18754, training loss: 0.19,
0.227162
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18755, training loss: 0.23,
0.26202
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18756, training loss: 0.26,
0.191387
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 18757, training loss: 0.19,
0.2287
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18758, training loss: 0.23,
0.128905
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 18759, training loss: 0.13,
0.150691
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 18760, training loss: 0.15,
0.155306
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18761, training loss: 0.16,
0.162078
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 18762, training loss: 0.16,
0.173379
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18763, training loss: 0.17,
0.198886
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 18764, training loss: 0.20,
0.17667
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 18765, training loss: 0.18,
0.171205
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18766, training loss: 0.17,
0.213683
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18767, training loss: 0.21,
0.151361
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 18768, training loss: 0.15,
0.260675
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18769, training loss: 0.26,
0.142778
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 18770, training loss: 0.14,
0.155595
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18771, training loss: 0.16,
0.174849
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18772, training loss: 0.17,
0.226023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18773, training loss: 0.23,
0.218356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 18774, training loss: 0.22,
0.14117
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18775, training loss: 0.14,
0.173389
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18776, training loss: 0.17,
0.20865
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 18777, training loss: 0.21,
0.161633
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 18778, training loss: 0.16,
0.18397
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18779, training loss: 0.18,
0.158444
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18780, training loss: 0.16,
0.158713
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18781, training loss: 0.16,
0.15781
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18782, training loss: 0.16,
0.153423
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18783, training loss: 0.15,
0.14467
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18784, training loss: 0.14,
0.175554
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 18785, training loss: 0.18,
0.14709
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 18786, training loss: 0.15,
0.154798
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 18787, training loss: 0.15,
0.19464
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18788, training loss: 0.19,
0.166192
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 18789, training loss: 0.17,
0.16557
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 18790, training loss: 0.17,
0.155142
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18791, training loss: 0.16,
0.16379
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18792, training loss: 0.16,
0.213307
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 18793, training loss: 0.21,
0.262574
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 18794, training loss: 0.26,
0.352772
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18795, training loss: 0.35,
0.188399
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18796, training loss: 0.19,
0.229903
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 18797, training loss: 0.23,
0.137107
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 18798, training loss: 0.14,
0.171278
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18799, training loss: 0.17,
0.135862
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 18800, training loss: 0.14,
0.173881
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.2% 20 way one-shot learning accuracy
iteration 18801, training loss: 0.17,
0.190244
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18802, training loss: 0.19,
0.148764
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18803, training loss: 0.15,
0.146212
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 18804, training loss: 0.15,
0.143056
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 18805, training loss: 0.14,
0.224514
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 18806, training loss: 0.22,
0.159469
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18807, training loss: 0.16,
0.179423
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18808, training loss: 0.18,
0.219158
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18809, training loss: 0.22,
0.159454
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18810, training loss: 0.16,
0.142458
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18811, training loss: 0.14,
0.193568
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18812, training loss: 0.19,
0.148071
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18813, training loss: 0.15,
0.137885
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 18814, training loss: 0.14,
0.173877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 18815, training loss: 0.17,
0.160783
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18816, training loss: 0.16,
0.218779
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 18817, training loss: 0.22,
0.249034
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 18818, training loss: 0.25,
0.153055
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18819, training loss: 0.15,
0.183743
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.6% 20 way one-shot learning accuracy
iteration 18820, training loss: 0.18,
0.167598
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 18821, training loss: 0.17,
0.152795
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 18822, training loss: 0.15,
0.173605
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18823, training loss: 0.17,
0.184387
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 18824, training loss: 0.18,
0.202413
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 18825, training loss: 0.20,
0.17396
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18826, training loss: 0.17,
0.177152
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 18827, training loss: 0.18,
0.152383
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 18828, training loss: 0.15,
0.147401
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18829, training loss: 0.15,
0.154986
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18830, training loss: 0.15,
0.156743
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 18831, training loss: 0.16,
0.175994
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 18832, training loss: 0.18,
0.224257
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18833, training loss: 0.22,
0.231604
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18834, training loss: 0.23,
0.176165
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18835, training loss: 0.18,
0.193791
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18836, training loss: 0.19,
0.168137
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18837, training loss: 0.17,
0.136301
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18838, training loss: 0.14,
0.177576
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18839, training loss: 0.18,
0.189462
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18840, training loss: 0.19,
0.168443
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18841, training loss: 0.17,
0.202058
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 18842, training loss: 0.20,
0.199405
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18843, training loss: 0.20,
0.155215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 18844, training loss: 0.16,
0.133641
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18845, training loss: 0.13,
0.307883
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18846, training loss: 0.31,
0.261331
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18847, training loss: 0.26,
0.162184
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 18848, training loss: 0.16,
0.266143
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18849, training loss: 0.27,
0.177283
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18850, training loss: 0.18,
0.190296
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 18851, training loss: 0.19,
0.166715
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18852, training loss: 0.17,
0.139523
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 18853, training loss: 0.14,
0.20167
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18854, training loss: 0.20,
0.150919
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18855, training loss: 0.15,
0.17129
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18856, training loss: 0.17,
0.347293
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18857, training loss: 0.35,
0.14463
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18858, training loss: 0.14,
0.245492
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18859, training loss: 0.25,
0.172384
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 18860, training loss: 0.17,
0.175723
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 18861, training loss: 0.18,
0.155877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 18862, training loss: 0.16,
0.155464
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18863, training loss: 0.16,
0.17978
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 18864, training loss: 0.18,
0.147613
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 18865, training loss: 0.15,
0.1814
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18866, training loss: 0.18,
0.310165
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 18867, training loss: 0.31,
0.152112
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18868, training loss: 0.15,
0.28266
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18869, training loss: 0.28,
0.257072
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18870, training loss: 0.26,
0.145564
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18871, training loss: 0.15,
0.168969
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 18872, training loss: 0.17,
0.178082
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 18873, training loss: 0.18,
0.273622
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18874, training loss: 0.27,
0.181647
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 18875, training loss: 0.18,
0.220319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18876, training loss: 0.22,
0.145671
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 18877, training loss: 0.15,
0.224172
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18878, training loss: 0.22,
0.193504
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 18879, training loss: 0.19,
0.196979
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18880, training loss: 0.20,
0.297394
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18881, training loss: 0.30,
0.153828
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18882, training loss: 0.15,
0.153926
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18883, training loss: 0.15,
0.187963
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18884, training loss: 0.19,
0.252756
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 18885, training loss: 0.25,
0.173117
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 18886, training loss: 0.17,
0.264307
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18887, training loss: 0.26,
0.136339
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18888, training loss: 0.14,
0.175294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18889, training loss: 0.18,
0.151045
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18890, training loss: 0.15,
0.193552
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 18891, training loss: 0.19,
0.214334
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 18892, training loss: 0.21,
0.165204
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18893, training loss: 0.17,
0.157873
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18894, training loss: 0.16,
0.183037
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18895, training loss: 0.18,
0.221457
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18896, training loss: 0.22,
0.18658
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18897, training loss: 0.19,
0.185872
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 18898, training loss: 0.19,
0.207147
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 18899, training loss: 0.21,
0.186443
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18900, training loss: 0.19,
0.213995
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18901, training loss: 0.21,
0.245761
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 18902, training loss: 0.25,
0.360519
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18903, training loss: 0.36,
0.185328
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18904, training loss: 0.19,
0.236812
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 18905, training loss: 0.24,
0.141956
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18906, training loss: 0.14,
0.266418
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18907, training loss: 0.27,
0.274775
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 18908, training loss: 0.27,
0.191059
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18909, training loss: 0.19,
0.212821
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18910, training loss: 0.21,
0.155593
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 18911, training loss: 0.16,
0.154651
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18912, training loss: 0.15,
0.140488
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18913, training loss: 0.14,
0.131931
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18914, training loss: 0.13,
0.250309
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 18915, training loss: 0.25,
0.187898
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 18916, training loss: 0.19,
0.173544
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18917, training loss: 0.17,
0.203292
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18918, training loss: 0.20,
0.167163
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 18919, training loss: 0.17,
0.144467
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 18920, training loss: 0.14,
0.181867
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 18921, training loss: 0.18,
0.141166
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 18922, training loss: 0.14,
0.203583
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18923, training loss: 0.20,
0.179455
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 18924, training loss: 0.18,
0.169703
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 18925, training loss: 0.17,
0.142259
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18926, training loss: 0.14,
0.18789
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18927, training loss: 0.19,
0.158546
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18928, training loss: 0.16,
0.388869
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18929, training loss: 0.39,
0.145443
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 18930, training loss: 0.15,
0.175842
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18931, training loss: 0.18,
0.162132
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18932, training loss: 0.16,
0.159094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18933, training loss: 0.16,
0.171511
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 18934, training loss: 0.17,
0.336537
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 18935, training loss: 0.34,
0.144762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18936, training loss: 0.14,
0.263097
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 18937, training loss: 0.26,
0.211908
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 18938, training loss: 0.21,
0.384814
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18939, training loss: 0.38,
0.169115
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18940, training loss: 0.17,
0.317652
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 18941, training loss: 0.32,
0.183416
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 18942, training loss: 0.18,
0.165918
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18943, training loss: 0.17,
0.142686
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18944, training loss: 0.14,
0.162383
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18945, training loss: 0.16,
0.320444
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18946, training loss: 0.32,
0.142989
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18947, training loss: 0.14,
0.170234
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 18948, training loss: 0.17,
0.243124
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18949, training loss: 0.24,
0.187844
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18950, training loss: 0.19,
0.236331
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18951, training loss: 0.24,
0.142521
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 18952, training loss: 0.14,
0.204348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18953, training loss: 0.20,
0.163192
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 18954, training loss: 0.16,
0.195458
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18955, training loss: 0.20,
0.19186
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18956, training loss: 0.19,
0.170688
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 18957, training loss: 0.17,
0.142047
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 18958, training loss: 0.14,
0.190577
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18959, training loss: 0.19,
0.160978
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18960, training loss: 0.16,
0.267526
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18961, training loss: 0.27,
0.169161
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18962, training loss: 0.17,
0.15947
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18963, training loss: 0.16,
0.163398
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18964, training loss: 0.16,
0.181954
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18965, training loss: 0.18,
0.178327
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18966, training loss: 0.18,
0.163176
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 18967, training loss: 0.16,
0.180737
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18968, training loss: 0.18,
0.148484
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18969, training loss: 0.15,
0.195938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18970, training loss: 0.20,
0.266892
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18971, training loss: 0.27,
0.130775
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 18972, training loss: 0.13,
0.196511
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18973, training loss: 0.20,
0.211532
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18974, training loss: 0.21,
0.170279
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18975, training loss: 0.17,
0.172919
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 18976, training loss: 0.17,
0.355209
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 18977, training loss: 0.36,
0.159609
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18978, training loss: 0.16,
0.17357
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 18979, training loss: 0.17,
0.224602
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18980, training loss: 0.22,
0.164429
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 18981, training loss: 0.16,
0.206374
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 18982, training loss: 0.21,
0.163084
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18983, training loss: 0.16,
0.202177
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 18984, training loss: 0.20,
0.200289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18985, training loss: 0.20,
0.149452
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 18986, training loss: 0.15,
0.205006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18987, training loss: 0.21,
0.24754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18988, training loss: 0.25,
0.162246
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18989, training loss: 0.16,
0.174871
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18990, training loss: 0.17,
0.227132
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 18991, training loss: 0.23,
0.350048
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 18992, training loss: 0.35,
0.174742
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 18993, training loss: 0.17,
0.152117
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 18994, training loss: 0.15,
0.17969
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18995, training loss: 0.18,
0.151018
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 18996, training loss: 0.15,
0.151266
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 18997, training loss: 0.15,
0.178571
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 18998, training loss: 0.18,
0.183622
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 18999, training loss: 0.18,
0.146134
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19000, training loss: 0.15,
0.174899
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19001, training loss: 0.17,
0.301179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19002, training loss: 0.30,
0.195437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19003, training loss: 0.20,
0.182116
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19004, training loss: 0.18,
0.323976
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19005, training loss: 0.32,
0.151837
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 19006, training loss: 0.15,
0.21838
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19007, training loss: 0.22,
0.316827
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 19008, training loss: 0.32,
0.206864
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19009, training loss: 0.21,
0.215189
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19010, training loss: 0.22,
0.168245
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19011, training loss: 0.17,
0.13391
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19012, training loss: 0.13,
0.167633
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19013, training loss: 0.17,
0.148121
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 19014, training loss: 0.15,
0.152482
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 19015, training loss: 0.15,
0.216892
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 19016, training loss: 0.22,
0.177234
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19017, training loss: 0.18,
0.310426
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 19018, training loss: 0.31,
0.143881
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 19019, training loss: 0.14,
0.1632
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19020, training loss: 0.16,
0.145409
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 19021, training loss: 0.15,
0.197506
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 19022, training loss: 0.20,
0.195158
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 19023, training loss: 0.20,
0.183952
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19024, training loss: 0.18,
0.258163
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 19025, training loss: 0.26,
0.157471
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 19026, training loss: 0.16,
0.208863
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19027, training loss: 0.21,
0.357785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 19028, training loss: 0.36,
0.230718
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19029, training loss: 0.23,
0.148827
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 19030, training loss: 0.15,
0.202313
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19031, training loss: 0.20,
0.21869
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19032, training loss: 0.22,
0.180746
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19033, training loss: 0.18,
0.163448
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19034, training loss: 0.16,
0.155929
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19035, training loss: 0.16,
0.18023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 19036, training loss: 0.18,
0.149286
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19037, training loss: 0.15,
0.216696
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 19038, training loss: 0.22,
0.267111
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19039, training loss: 0.27,
0.217511
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19040, training loss: 0.22,
0.25031
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19041, training loss: 0.25,
0.163147
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 19042, training loss: 0.16,
0.187692
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 19043, training loss: 0.19,
0.138177
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 19044, training loss: 0.14,
0.186892
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 19045, training loss: 0.19,
0.149298
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19046, training loss: 0.15,
0.32262
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19047, training loss: 0.32,
0.152002
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19048, training loss: 0.15,
0.152746
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 19049, training loss: 0.15,
0.238511
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19050, training loss: 0.24,
0.151035
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 19051, training loss: 0.15,
0.262093
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19052, training loss: 0.26,
0.190832
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19053, training loss: 0.19,
0.353899
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 19054, training loss: 0.35,
0.182209
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19055, training loss: 0.18,
0.206122
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 19056, training loss: 0.21,
0.152569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 19057, training loss: 0.15,
0.144305
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19058, training loss: 0.14,
0.158441
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19059, training loss: 0.16,
0.239036
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 19060, training loss: 0.24,
0.147605
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19061, training loss: 0.15,
0.24961
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19062, training loss: 0.25,
0.272743
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19063, training loss: 0.27,
0.212141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19064, training loss: 0.21,
0.242747
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19065, training loss: 0.24,
0.196189
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 19066, training loss: 0.20,
0.138821
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 19067, training loss: 0.14,
0.183933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19068, training loss: 0.18,
0.168848
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19069, training loss: 0.17,
0.28136
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 19070, training loss: 0.28,
0.244365
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19071, training loss: 0.24,
0.298389
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19072, training loss: 0.30,
0.230604
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19073, training loss: 0.23,
0.224435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19074, training loss: 0.22,
0.147001
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 19075, training loss: 0.15,
0.1649
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19076, training loss: 0.16,
0.153746
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19077, training loss: 0.15,
0.15234
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 19078, training loss: 0.15,
0.192993
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19079, training loss: 0.19,
0.193081
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19080, training loss: 0.19,
0.160611
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19081, training loss: 0.16,
0.196101
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 19082, training loss: 0.20,
0.196772
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 19083, training loss: 0.20,
0.158487
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19084, training loss: 0.16,
0.230824
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 19085, training loss: 0.23,
0.157413
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19086, training loss: 0.16,
0.292424
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19087, training loss: 0.29,
0.253937
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 19088, training loss: 0.25,
0.154364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 19089, training loss: 0.15,
0.215189
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19090, training loss: 0.22,
0.294581
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 19091, training loss: 0.29,
0.133675
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19092, training loss: 0.13,
0.147937
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19093, training loss: 0.15,
0.159514
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 19094, training loss: 0.16,
0.192473
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 19095, training loss: 0.19,
0.168847
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19096, training loss: 0.17,
0.273172
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 19097, training loss: 0.27,
0.186022
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19098, training loss: 0.19,
0.163118
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19099, training loss: 0.16,
0.157123
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19100, training loss: 0.16,
0.215594
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 19101, training loss: 0.22,
0.339117
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 19102, training loss: 0.34,
0.177953
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19103, training loss: 0.18,
0.171066
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19104, training loss: 0.17,
0.17013
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19105, training loss: 0.17,
0.146956
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19106, training loss: 0.15,
0.154849
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19107, training loss: 0.15,
0.16685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19108, training loss: 0.17,
0.160792
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19109, training loss: 0.16,
0.209383
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 19110, training loss: 0.21,
0.306284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19111, training loss: 0.31,
0.195492
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 19112, training loss: 0.20,
0.299485
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19113, training loss: 0.30,
0.283616
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19114, training loss: 0.28,
0.148981
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19115, training loss: 0.15,
0.153869
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19116, training loss: 0.15,
0.218292
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 19117, training loss: 0.22,
0.174363
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 19118, training loss: 0.17,
0.178506
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19119, training loss: 0.18,
0.258886
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 19120, training loss: 0.26,
0.152102
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 19121, training loss: 0.15,
0.257455
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19122, training loss: 0.26,
0.379629
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 19123, training loss: 0.38,
0.163182
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 19124, training loss: 0.16,
0.145646
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19125, training loss: 0.15,
0.140746
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19126, training loss: 0.14,
0.217855
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 19127, training loss: 0.22,
0.193471
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19128, training loss: 0.19,
0.190253
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19129, training loss: 0.19,
0.172176
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 19130, training loss: 0.17,
0.138114
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 19131, training loss: 0.14,
0.175888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 19132, training loss: 0.18,
0.194783
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19133, training loss: 0.19,
0.175694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 19134, training loss: 0.18,
0.218709
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19135, training loss: 0.22,
0.310274
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19136, training loss: 0.31,
0.253314
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 19137, training loss: 0.25,
0.172118
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 19138, training loss: 0.17,
0.235287
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 19139, training loss: 0.24,
0.172945
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 19140, training loss: 0.17,
0.272815
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19141, training loss: 0.27,
0.149963
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19142, training loss: 0.15,
0.15726
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19143, training loss: 0.16,
0.1423
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19144, training loss: 0.14,
0.131856
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 19145, training loss: 0.13,
0.151276
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 19146, training loss: 0.15,
0.179662
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 19147, training loss: 0.18,
0.146087
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19148, training loss: 0.15,
0.213657
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19149, training loss: 0.21,
0.247202
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19150, training loss: 0.25,
0.137612
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19151, training loss: 0.14,
0.151995
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 19152, training loss: 0.15,
0.167893
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 19153, training loss: 0.17,
0.313453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19154, training loss: 0.31,
0.153774
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 19155, training loss: 0.15,
0.328678
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 19156, training loss: 0.33,
0.13544
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 19157, training loss: 0.14,
0.243086
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19158, training loss: 0.24,
0.194284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19159, training loss: 0.19,
0.207125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19160, training loss: 0.21,
0.145581
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19161, training loss: 0.15,
0.166797
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19162, training loss: 0.17,
0.154533
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19163, training loss: 0.15,
0.174325
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 19164, training loss: 0.17,
0.222499
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 19165, training loss: 0.22,
0.172912
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 19166, training loss: 0.17,
0.172224
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19167, training loss: 0.17,
0.279385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19168, training loss: 0.28,
0.249583
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 19169, training loss: 0.25,
0.210254
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19170, training loss: 0.21,
0.139893
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19171, training loss: 0.14,
0.241569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19172, training loss: 0.24,
0.291207
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19173, training loss: 0.29,
0.222901
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 19174, training loss: 0.22,
0.160484
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19175, training loss: 0.16,
0.176275
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 19176, training loss: 0.18,
0.232333
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19177, training loss: 0.23,
0.184178
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19178, training loss: 0.18,
0.209463
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 19179, training loss: 0.21,
0.148716
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19180, training loss: 0.15,
0.180927
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19181, training loss: 0.18,
0.207488
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 19182, training loss: 0.21,
0.142944
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 19183, training loss: 0.14,
0.174769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19184, training loss: 0.17,
0.180011
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 19185, training loss: 0.18,
0.238469
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 19186, training loss: 0.24,
0.166133
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19187, training loss: 0.17,
0.166064
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 19188, training loss: 0.17,
0.248255
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 19189, training loss: 0.25,
0.172706
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19190, training loss: 0.17,
0.166403
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19191, training loss: 0.17,
0.217069
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19192, training loss: 0.22,
0.240875
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19193, training loss: 0.24,
0.176724
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19194, training loss: 0.18,
0.152937
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19195, training loss: 0.15,
0.180037
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19196, training loss: 0.18,
0.155493
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19197, training loss: 0.16,
0.156471
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 19198, training loss: 0.16,
0.172476
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19199, training loss: 0.17,
0.297399
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 19200, training loss: 0.30,
0.205463
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19201, training loss: 0.21,
0.181654
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19202, training loss: 0.18,
0.177382
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19203, training loss: 0.18,
0.191747
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19204, training loss: 0.19,
0.196462
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 19205, training loss: 0.20,
0.181509
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 19206, training loss: 0.18,
0.145015
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19207, training loss: 0.15,
0.142763
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 19208, training loss: 0.14,
0.161943
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 19209, training loss: 0.16,
0.19059
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19210, training loss: 0.19,
0.256183
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19211, training loss: 0.26,
0.152055
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19212, training loss: 0.15,
0.135314
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 19213, training loss: 0.14,
0.2153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19214, training loss: 0.22,
0.16206
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19215, training loss: 0.16,
0.215598
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19216, training loss: 0.22,
0.139145
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 19217, training loss: 0.14,
0.155214
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19218, training loss: 0.16,
0.159525
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 19219, training loss: 0.16,
0.185697
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 19220, training loss: 0.19,
0.146271
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 19221, training loss: 0.15,
0.240332
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 19222, training loss: 0.24,
0.155463
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19223, training loss: 0.16,
0.149216
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19224, training loss: 0.15,
0.126788
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 19225, training loss: 0.13,
0.144231
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 19226, training loss: 0.14,
0.156945
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19227, training loss: 0.16,
0.18512
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 19228, training loss: 0.19,
0.127897
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 19229, training loss: 0.13,
0.166021
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19230, training loss: 0.17,
0.152107
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19231, training loss: 0.15,
0.167912
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19232, training loss: 0.17,
0.175835
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 19233, training loss: 0.18,
0.17916
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19234, training loss: 0.18,
0.165819
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 19235, training loss: 0.17,
0.218555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19236, training loss: 0.22,
0.146179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19237, training loss: 0.15,
0.219332
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19238, training loss: 0.22,
0.14444
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19239, training loss: 0.14,
0.156852
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19240, training loss: 0.16,
0.243252
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19241, training loss: 0.24,
0.177728
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 19242, training loss: 0.18,
0.147703
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19243, training loss: 0.15,
0.151874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 19244, training loss: 0.15,
0.231575
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19245, training loss: 0.23,
0.192551
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 19246, training loss: 0.19,
0.161218
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19247, training loss: 0.16,
0.13619
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19248, training loss: 0.14,
0.151717
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19249, training loss: 0.15,
0.148892
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 19250, training loss: 0.15,
0.188811
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19251, training loss: 0.19,
0.156315
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 19252, training loss: 0.16,
0.153943
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19253, training loss: 0.15,
0.147527
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 19254, training loss: 0.15,
0.20341
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19255, training loss: 0.20,
0.184382
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 19256, training loss: 0.18,
0.153765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19257, training loss: 0.15,
0.290775
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 19258, training loss: 0.29,
0.166911
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 19259, training loss: 0.17,
0.201278
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19260, training loss: 0.20,
0.132092
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19261, training loss: 0.13,
0.148302
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 19262, training loss: 0.15,
0.177129
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19263, training loss: 0.18,
0.154805
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19264, training loss: 0.15,
0.227827
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19265, training loss: 0.23,
0.15259
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19266, training loss: 0.15,
0.131707
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 19267, training loss: 0.13,
0.158298
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 19268, training loss: 0.16,
0.173546
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 19269, training loss: 0.17,
0.189854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19270, training loss: 0.19,
0.361546
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19271, training loss: 0.36,
0.17067
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19272, training loss: 0.17,
0.276458
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 19273, training loss: 0.28,
0.143151
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19274, training loss: 0.14,
0.145176
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 19275, training loss: 0.15,
0.208574
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19276, training loss: 0.21,
0.242692
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 19277, training loss: 0.24,
0.149146
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 19278, training loss: 0.15,
0.219606
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19279, training loss: 0.22,
0.215518
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19280, training loss: 0.22,
0.160654
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 19281, training loss: 0.16,
0.157388
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19282, training loss: 0.16,
0.210782
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19283, training loss: 0.21,
0.130041
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19284, training loss: 0.13,
0.158489
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19285, training loss: 0.16,
0.156157
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19286, training loss: 0.16,
0.350534
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 19287, training loss: 0.35,
0.160903
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19288, training loss: 0.16,
0.154473
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 19289, training loss: 0.15,
0.290697
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 19290, training loss: 0.29,
0.166545
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19291, training loss: 0.17,
0.193284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19292, training loss: 0.19,
0.13885
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19293, training loss: 0.14,
0.168426
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19294, training loss: 0.17,
0.181357
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 19295, training loss: 0.18,
0.187176
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 19296, training loss: 0.19,
0.202403
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 19297, training loss: 0.20,
0.144734
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 19298, training loss: 0.14,
0.161435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19299, training loss: 0.16,
0.197914
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 19300, training loss: 0.20,
0.163044
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 19301, training loss: 0.16,
0.190291
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 19302, training loss: 0.19,
0.174642
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19303, training loss: 0.17,
0.140433
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 19304, training loss: 0.14,
0.152255
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19305, training loss: 0.15,
0.160759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19306, training loss: 0.16,
0.15218
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19307, training loss: 0.15,
0.173598
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19308, training loss: 0.17,
0.179307
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19309, training loss: 0.18,
0.153355
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19310, training loss: 0.15,
0.180263
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19311, training loss: 0.18,
0.191383
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19312, training loss: 0.19,
0.140864
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 19313, training loss: 0.14,
0.142149
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 19314, training loss: 0.14,
0.140652
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 19315, training loss: 0.14,
0.268009
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19316, training loss: 0.27,
0.154061
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19317, training loss: 0.15,
0.270116
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19318, training loss: 0.27,
0.138837
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19319, training loss: 0.14,
0.194637
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19320, training loss: 0.19,
0.147938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 19321, training loss: 0.15,
0.229012
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19322, training loss: 0.23,
0.140616
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19323, training loss: 0.14,
0.140607
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19324, training loss: 0.14,
0.214313
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19325, training loss: 0.21,
0.221049
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19326, training loss: 0.22,
0.16816
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19327, training loss: 0.17,
0.160182
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19328, training loss: 0.16,
0.130917
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 19329, training loss: 0.13,
0.255689
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 19330, training loss: 0.26,
0.169737
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19331, training loss: 0.17,
0.14745
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19332, training loss: 0.15,
0.292686
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19333, training loss: 0.29,
0.174267
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19334, training loss: 0.17,
0.223676
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19335, training loss: 0.22,
0.143616
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19336, training loss: 0.14,
0.216729
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 19337, training loss: 0.22,
0.157873
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19338, training loss: 0.16,
0.245567
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19339, training loss: 0.25,
0.165566
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 19340, training loss: 0.17,
0.136391
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 19341, training loss: 0.14,
0.141657
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19342, training loss: 0.14,
0.149447
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19343, training loss: 0.15,
0.178539
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 19344, training loss: 0.18,
0.165089
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19345, training loss: 0.17,
0.254645
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19346, training loss: 0.25,
0.212063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19347, training loss: 0.21,
0.162497
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 19348, training loss: 0.16,
0.137646
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19349, training loss: 0.14,
0.158153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19350, training loss: 0.16,
0.163572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 19351, training loss: 0.16,
0.179552
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19352, training loss: 0.18,
0.280655
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 19353, training loss: 0.28,
0.166696
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 19354, training loss: 0.17,
0.184837
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19355, training loss: 0.18,
0.205924
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19356, training loss: 0.21,
0.145388
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19357, training loss: 0.15,
0.148899
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19358, training loss: 0.15,
0.1345
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19359, training loss: 0.13,
0.155219
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19360, training loss: 0.16,
0.160442
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 19361, training loss: 0.16,
0.175089
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19362, training loss: 0.18,
0.253003
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19363, training loss: 0.25,
0.153509
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19364, training loss: 0.15,
0.16172
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19365, training loss: 0.16,
0.134614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19366, training loss: 0.13,
0.136871
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19367, training loss: 0.14,
0.151354
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19368, training loss: 0.15,
0.178955
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 19369, training loss: 0.18,
0.206241
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 19370, training loss: 0.21,
0.242324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19371, training loss: 0.24,
0.142926
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 19372, training loss: 0.14,
0.175413
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19373, training loss: 0.18,
0.18635
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 19374, training loss: 0.19,
0.168119
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19378, training loss: 0.25,
0.152421
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 19379, training loss: 0.15,
0.131798
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19380, training loss: 0.13,
0.231727
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19381, training loss: 0.23,
0.138366
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19382, training loss: 0.14,
0.146876
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 19383, training loss: 0.15,
0.170387
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 19384, training loss: 0.17,
0.160918
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19385, training loss: 0.16,
0.144233
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19386, training loss: 0.14,
0.161571
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19387, training loss: 0.16,
0.226497
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 19388, training loss: 0.23,
0.148173
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19389, training loss: 0.15,
0.175496
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19390, training loss: 0.18,
0.157199
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 19391, training loss: 0.16,
0.150379
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19392, training loss: 0.15,
0.152768
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 19393, training loss: 0.15,
0.231443
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 19394, training loss: 0.23,
0.130519
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 19395, training loss: 0.13,
0.202046
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19396, training loss: 0.20,
0.160403
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 19397, training loss: 0.16,
0.13375
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 19398, training loss: 0.13,
0.25695
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 19399, training loss: 0.26,
0.159738
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19400, training loss: 0.16,
0.292835
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19401, training loss: 0.29,
0.172608
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19402, training loss: 0.17,
0.182166
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 19403, training loss: 0.18,
0.231246
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 19404, training loss: 0.23,
0.184843
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19405, training loss: 0.18,
0.208718
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19406, training loss: 0.21,
0.163945
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 19407, training loss: 0.16,
0.161445
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 19408, training loss: 0.16,
0.14854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19409, training loss: 0.15,
0.21967
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 19410, training loss: 0.22,
0.150675
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19411, training loss: 0.15,
0.148029
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19412, training loss: 0.15,
0.208232
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19413, training loss: 0.21,
0.186925
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19414, training loss: 0.19,
0.145434
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19415, training loss: 0.15,
0.195364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19416, training loss: 0.20,
0.127145
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19417, training loss: 0.13,
0.247549
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19418, training loss: 0.25,
0.220453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19419, training loss: 0.22,
0.149056
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19420, training loss: 0.15,
0.148435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19421, training loss: 0.15,
0.211401
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 19422, training loss: 0.21,
0.143487
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19423, training loss: 0.14,
0.145916
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19424, training loss: 0.15,
0.147077
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19425, training loss: 0.15,
0.142947
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 19426, training loss: 0.14,
0.29901
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 19427, training loss: 0.30,
0.209221
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19428, training loss: 0.21,
0.144787
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19429, training loss: 0.14,
0.142205
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 19430, training loss: 0.14,
0.196954
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 19431, training loss: 0.20,
0.139912
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19432, training loss: 0.14,
0.13802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19433, training loss: 0.14,
0.154093
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19434, training loss: 0.15,
0.32667
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19435, training loss: 0.33,
0.177812
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19436, training loss: 0.18,
0.152717
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 19440, training loss: 0.28,
0.130457
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19441, training loss: 0.13,
0.135008
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 19442, training loss: 0.14,
0.160461
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 69.6% 20 way one-shot learning accuracy
iteration 19443, training loss: 0.16,
0.131047
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19444, training loss: 0.13,
0.138084
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 19445, training loss: 0.14,
0.422005
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 19446, training loss: 0.42,
0.161794
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 19447, training loss: 0.16,
0.428702
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 19448, training loss: 0.43,
0.236833
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19449, training loss: 0.24,
0.1525
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19450, training loss: 0.15,
0.247039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 19451, training loss: 0.25,
0.196643
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19452, training loss: 0.20,
0.144198
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 19453, training loss: 0.14,
0.154006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19454, training loss: 0.15,
0.147051
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19455, training loss: 0.15,
0.174761
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 19456, training loss: 0.17,
0.162756
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 19457, training loss: 0.16,
0.159485
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19458, training loss: 0.16,
0.148443
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19459, training loss: 0.15,
0.201714
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19460, training loss: 0.20,
0.146187
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19461, training loss: 0.15,
0.192759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19462, training loss: 0.19,
0.30982
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19463, training loss: 0.31,
0.174065
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19464, training loss: 0.17,
0.367859
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 19465, training loss: 0.37,
0.167503
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19466, training loss: 0.17,
0.165494
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19467, training loss: 0.17,
0.137468
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19468, training loss: 0.14,
0.160346
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19469, training loss: 0.16,
0.275838
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 19470, training loss: 0.28,
0.133914
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19471, training loss: 0.13,
0.199116
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 19472, training loss: 0.20,
0.15183
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19473, training loss: 0.15,
0.155975
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19474, training loss: 0.16,
0.202277
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19475, training loss: 0.20,
0.201875
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 19476, training loss: 0.20,
0.152491
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 19477, training loss: 0.15,
0.159254
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19478, training loss: 0.16,
0.180009
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19479, training loss: 0.18,
0.160265
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 19480, training loss: 0.16,
0.175362
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 19481, training loss: 0.18,
0.181554
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 19482, training loss: 0.18,
0.14261
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19483, training loss: 0.14,
0.191208
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19484, training loss: 0.19,
0.283428
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 19485, training loss: 0.28,
0.215573
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19486, training loss: 0.22,
0.145676
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19487, training loss: 0.15,
0.176051
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 19488, training loss: 0.18,
0.176892
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19489, training loss: 0.18,
0.161676
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 19490, training loss: 0.16,
0.160936
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19491, training loss: 0.16,
0.161702
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 19492, training loss: 0.16,
0.231347
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19493, training loss: 0.23,
0.290938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19494, training loss: 0.29,
0.435715
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19495, training loss: 0.44,
0.168317
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19496, training loss: 0.17,
0.135419
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19497, training loss: 0.14,
0.17156
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 19498, training loss: 0.17,
0.181025
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19499, training loss: 0.18,
0.309869
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 19500, training loss: 0.31,
0.17215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 19501, training loss: 0.17,
0.164816
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19502, training loss: 0.16,
0.183098
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19503, training loss: 0.18,
0.14339
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 19504, training loss: 0.14,
0.151642
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 19505, training loss: 0.15,
0.248
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 19506, training loss: 0.25,
0.135418
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19507, training loss: 0.14,
0.13803
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19508, training loss: 0.14,
0.180441
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 19509, training loss: 0.18,
0.331035
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 19510, training loss: 0.33,
0.151392
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19511, training loss: 0.15,
0.372826
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 19512, training loss: 0.37,
0.209753
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 19513, training loss: 0.21,
0.167057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 19514, training loss: 0.17,
0.158888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19515, training loss: 0.16,
0.175437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19516, training loss: 0.18,
0.16265
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19517, training loss: 0.16,
0.362185
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 19518, training loss: 0.36,
0.252892
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 19519, training loss: 0.25,
0.217781
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19520, training loss: 0.22,
0.149017
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19521, training loss: 0.15,
0.205174
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19522, training loss: 0.21,
0.185449
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 19523, training loss: 0.19,
0.215206
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19524, training loss: 0.22,
0.207793
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19525, training loss: 0.21,
0.156532
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19526, training loss: 0.16,
0.160111
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19527, training loss: 0.16,
0.18118
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 19528, training loss: 0.18,
0.147079
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19529, training loss: 0.15,
0.185297
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19530, training loss: 0.19,
0.156634
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 19531, training loss: 0.16,
0.208349
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19532, training loss: 0.21,
0.152309
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 19533, training loss: 0.15,
0.208791
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 19534, training loss: 0.21,
0.164437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19535, training loss: 0.16,
0.147024
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19536, training loss: 0.15,
0.145172
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19537, training loss: 0.15,
0.267925
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19538, training loss: 0.27,
0.161085
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19539, training loss: 0.16,
0.147326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19540, training loss: 0.15,
0.181515
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19541, training loss: 0.18,
0.183872
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 19542, training loss: 0.18,
0.254398
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 19543, training loss: 0.25,
0.147935
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19544, training loss: 0.15,
0.158064
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 19545, training loss: 0.16,
0.14634
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 19546, training loss: 0.15,
0.15805
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19547, training loss: 0.16,
0.170611
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 19548, training loss: 0.17,
0.133675
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 19549, training loss: 0.13,
0.205141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 19550, training loss: 0.21,
0.200986
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19551, training loss: 0.20,
0.154815
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 19552, training loss: 0.15,
0.171782
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19553, training loss: 0.17,
0.142843
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19554, training loss: 0.14,
0.151818
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 19555, training loss: 0.15,
0.166869
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 19556, training loss: 0.17,
0.196163
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19557, training loss: 0.20,
0.159494
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19558, training loss: 0.16,
0.190914
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19559, training loss: 0.19,
0.228063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19560, training loss: 0.23,
0.259582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19561, training loss: 0.26,
0.141608
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 19562, training loss: 0.14,
0.184387
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 19563, training loss: 0.18,
0.209896
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19564, training loss: 0.21,
0.306314
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19565, training loss: 0.31,
0.136316
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 19566, training loss: 0.14,
0.231769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19567, training loss: 0.23,
0.189789
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19568, training loss: 0.19,
0.149467
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19569, training loss: 0.15,
0.234334
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19570, training loss: 0.23,
0.166626
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 19571, training loss: 0.17,
0.291296
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 19572, training loss: 0.29,
0.161179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 19573, training loss: 0.16,
0.151505
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 19574, training loss: 0.15,
0.165493
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19575, training loss: 0.17,
0.182784
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19576, training loss: 0.18,
0.156631
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19577, training loss: 0.16,
0.156606
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 19578, training loss: 0.16,
0.139653
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 19579, training loss: 0.14,
0.200493
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19580, training loss: 0.20,
0.168246
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 19581, training loss: 0.17,
0.150373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19582, training loss: 0.15,
0.242636
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 19583, training loss: 0.24,
0.147721
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 19584, training loss: 0.15,
0.172431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19585, training loss: 0.17,
0.173405
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 19586, training loss: 0.17,
0.152582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19587, training loss: 0.15,
0.164716
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19588, training loss: 0.16,
0.176234
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 19589, training loss: 0.18,
0.16524
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 19590, training loss: 0.17,
0.130526
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19591, training loss: 0.13,
0.192793
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19592, training loss: 0.19,
0.264638
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 19593, training loss: 0.26,
0.149636
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 19594, training loss: 0.15,
0.172799
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19595, training loss: 0.17,
0.14601
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19596, training loss: 0.15,
0.203801
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 19597, training loss: 0.20,
0.323431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19598, training loss: 0.32,
0.263192
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19599, training loss: 0.26,
0.145953
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 19600, training loss: 0.15,
0.163797
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19601, training loss: 0.16,
0.161894
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 19602, training loss: 0.16,
0.154147
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 19603, training loss: 0.15,
0.174745
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 19604, training loss: 0.17,
0.16733
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 19605, training loss: 0.17,
0.205483
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 19606, training loss: 0.21,
0.149495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 19607, training loss: 0.15,
0.197484
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19608, training loss: 0.20,
0.199397
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 19609, training loss: 0.20,
0.211569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19610, training loss: 0.21,
0.179258
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19611, training loss: 0.18,
0.176115
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 19612, training loss: 0.18,
0.19955
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 19613, training loss: 0.20,
0.209626
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 19614, training loss: 0.21,
0.157984
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 19615, training loss: 0.16,
0.174684
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19616, training loss: 0.17,
0.143382
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19617, training loss: 0.14,
0.14912
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 19618, training loss: 0.15,
0.158991
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19619, training loss: 0.16,
0.254923
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19620, training loss: 0.25,
0.149645
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19621, training loss: 0.15,
0.171471
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 19622, training loss: 0.17,
0.154614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 19623, training loss: 0.15,
0.224328
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19624, training loss: 0.22,
0.134131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19625, training loss: 0.13,
0.146866
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19626, training loss: 0.15,
0.176906
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19627, training loss: 0.18,
0.18317
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 19628, training loss: 0.18,
0.193741
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 19629, training loss: 0.19,
0.155348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 19630, training loss: 0.16,
0.203999
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19631, training loss: 0.20,
0.188179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19632, training loss: 0.19,
0.256508
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 19633, training loss: 0.26,
0.154835
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19634, training loss: 0.15,
0.231359
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 19635, training loss: 0.23,
0.157299
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19636, training loss: 0.16,
0.215513
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19637, training loss: 0.22,
0.158015
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19638, training loss: 0.16,
0.173695
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 19639, training loss: 0.17,
0.198389
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19640, training loss: 0.20,
0.347419
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19641, training loss: 0.35,
0.244738
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19642, training loss: 0.24,
0.198618
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19643, training loss: 0.20,
0.148688
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 19644, training loss: 0.15,
0.175122
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19645, training loss: 0.18,
0.166654
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19646, training loss: 0.17,
0.154723
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 19647, training loss: 0.15,
0.181308
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19648, training loss: 0.18,
0.169958
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19649, training loss: 0.17,
0.140955
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 19650, training loss: 0.14,
0.204727
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19651, training loss: 0.20,
0.156354
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19652, training loss: 0.16,
0.151332
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 19653, training loss: 0.15,
0.163512
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 19654, training loss: 0.16,
0.28764
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 19655, training loss: 0.29,
0.178859
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 19656, training loss: 0.18,
0.139496
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 19657, training loss: 0.14,
0.189886
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19658, training loss: 0.19,
0.136161
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 19659, training loss: 0.14,
0.14415
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19660, training loss: 0.14,
0.20053
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19661, training loss: 0.20,
0.161465
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 19662, training loss: 0.16,
0.183083
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19663, training loss: 0.18,
0.203566
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19664, training loss: 0.20,
0.162235
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19665, training loss: 0.16,
0.143909
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 19666, training loss: 0.14,
0.212987
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19667, training loss: 0.21,
0.144998
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19668, training loss: 0.14,
0.205537
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 19669, training loss: 0.21,
0.143746
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 19670, training loss: 0.14,
0.17986
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19671, training loss: 0.18,
0.154873
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 19672, training loss: 0.15,
0.156815
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19673, training loss: 0.16,
0.168439
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19674, training loss: 0.17,
0.19222
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19675, training loss: 0.19,
0.162633
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19676, training loss: 0.16,
0.231024
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19677, training loss: 0.23,
0.22311
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 19678, training loss: 0.22,
0.345239
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 19679, training loss: 0.35,
0.246282
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19680, training loss: 0.25,
0.239112
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19681, training loss: 0.24,
0.16023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19682, training loss: 0.16,
0.172043
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19683, training loss: 0.17,
0.151495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 19684, training loss: 0.15,
0.190582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19685, training loss: 0.19,
0.141373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 19686, training loss: 0.14,
0.15218
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19687, training loss: 0.15,
0.16993
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19688, training loss: 0.17,
0.152387
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19689, training loss: 0.15,
0.238591
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19690, training loss: 0.24,
0.157793
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 19691, training loss: 0.16,
0.16308
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19692, training loss: 0.16,
0.127038
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19693, training loss: 0.13,
0.233976
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19694, training loss: 0.23,
0.155625
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19695, training loss: 0.16,
0.181133
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19696, training loss: 0.18,
0.152732
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19697, training loss: 0.15,
0.140435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 19698, training loss: 0.14,
0.175334
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19699, training loss: 0.18,
0.134066
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 19700, training loss: 0.13,
0.160818
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19701, training loss: 0.16,
0.16051
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19702, training loss: 0.16,
0.195731
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 19703, training loss: 0.20,
0.159713
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 19704, training loss: 0.16,
0.229513
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 19705, training loss: 0.23,
0.169767
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19706, training loss: 0.17,
0.176955
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 19707, training loss: 0.18,
0.189721
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 19708, training loss: 0.19,
0.142878
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19709, training loss: 0.14,
0.202521
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 19710, training loss: 0.20,
0.224366
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 19711, training loss: 0.22,
0.158155
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 19712, training loss: 0.16,
0.133489
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19713, training loss: 0.13,
0.178993
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19714, training loss: 0.18,
0.183329
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19715, training loss: 0.18,
0.13688
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19716, training loss: 0.14,
0.295217
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19717, training loss: 0.30,
0.197773
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 19718, training loss: 0.20,
0.218312
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19719, training loss: 0.22,
0.149076
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19720, training loss: 0.15,
0.153017
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19721, training loss: 0.15,
0.155091
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 19722, training loss: 0.16,
0.161362
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19723, training loss: 0.16,
0.277392
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 19724, training loss: 0.28,
0.232602
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19725, training loss: 0.23,
0.181471
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19726, training loss: 0.18,
0.131765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19727, training loss: 0.13,
0.176268
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19728, training loss: 0.18,
0.139977
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19729, training loss: 0.14,
0.187606
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 19730, training loss: 0.19,
0.142227
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 19731, training loss: 0.14,
0.312782
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19732, training loss: 0.31,
0.162737
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 19733, training loss: 0.16,
0.165921
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19734, training loss: 0.17,
0.208663
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 19735, training loss: 0.21,
0.260476
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 19736, training loss: 0.26,
0.223126
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19737, training loss: 0.22,
0.17239
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19738, training loss: 0.17,
0.20479
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 19739, training loss: 0.20,
0.185152
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19740, training loss: 0.19,
0.170075
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19741, training loss: 0.17,
0.163349
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 19742, training loss: 0.16,
0.151833
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19743, training loss: 0.15,
0.17536
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 19744, training loss: 0.18,
0.165059
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 19745, training loss: 0.17,
0.134864
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 19746, training loss: 0.13,
0.129487
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19747, training loss: 0.13,
0.197331
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19748, training loss: 0.20,
0.156006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19749, training loss: 0.16,
0.188965
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19750, training loss: 0.19,
0.141553
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19751, training loss: 0.14,
0.182505
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19752, training loss: 0.18,
0.149194
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19753, training loss: 0.15,
0.135788
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 19754, training loss: 0.14,
0.14515
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 19755, training loss: 0.15,
0.142248
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 19756, training loss: 0.14,
0.16507
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19757, training loss: 0.17,
0.134773
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 19758, training loss: 0.13,
0.147405
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19759, training loss: 0.15,
0.234794
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19760, training loss: 0.23,
0.16378
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 19761, training loss: 0.16,
0.172794
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19762, training loss: 0.17,
0.203114
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 19763, training loss: 0.20,
0.220575
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 19764, training loss: 0.22,
0.227327
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19765, training loss: 0.23,
0.164032
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 19766, training loss: 0.16,
0.130623
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19767, training loss: 0.13,
0.210211
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19768, training loss: 0.21,
0.289535
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19769, training loss: 0.29,
0.168373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 19770, training loss: 0.17,
0.20638
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 19771, training loss: 0.21,
0.196144
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19772, training loss: 0.20,
0.368795
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19773, training loss: 0.37,
0.159882
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19774, training loss: 0.16,
0.132555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19775, training loss: 0.13,
0.316882
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19776, training loss: 0.32,
0.157774
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 19777, training loss: 0.16,
0.15644
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 19778, training loss: 0.16,
0.160697
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19779, training loss: 0.16,
0.15376
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19780, training loss: 0.15,
0.17958
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 19781, training loss: 0.18,
0.150085
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 19782, training loss: 0.15,
0.163096
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19783, training loss: 0.16,
0.161974
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 19784, training loss: 0.16,
0.150522
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19785, training loss: 0.15,
0.174473
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 19786, training loss: 0.17,
0.172484
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 19787, training loss: 0.17,
0.145677
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 19788, training loss: 0.15,
0.157436
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 19789, training loss: 0.16,
0.236541
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19790, training loss: 0.24,
0.155383
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19791, training loss: 0.16,
0.180472
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19792, training loss: 0.18,
0.23699
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19793, training loss: 0.24,
0.144841
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 19794, training loss: 0.14,
0.368362
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19795, training loss: 0.37,
0.14057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19796, training loss: 0.14,
0.146271
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19797, training loss: 0.15,
0.179783
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 19798, training loss: 0.18,
0.140729
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 19799, training loss: 0.14,
0.143569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19800, training loss: 0.14,
0.144698
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19801, training loss: 0.14,
0.175856
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19802, training loss: 0.18,
0.139855
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19803, training loss: 0.14,
0.164882
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 19804, training loss: 0.16,
0.167293
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19805, training loss: 0.17,
0.191498
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19806, training loss: 0.19,
0.267778
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 19807, training loss: 0.27,
0.133399
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19808, training loss: 0.13,
0.169155
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19809, training loss: 0.17,
0.181129
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19810, training loss: 0.18,
0.22964
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19811, training loss: 0.23,
0.150622
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19812, training loss: 0.15,
0.259816
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 19813, training loss: 0.26,
0.161107
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19814, training loss: 0.16,
0.152961
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19815, training loss: 0.15,
0.168202
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19816, training loss: 0.17,
0.132354
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19817, training loss: 0.13,
0.173783
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19818, training loss: 0.17,
0.137198
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19819, training loss: 0.14,
0.317298
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 19820, training loss: 0.32,
0.180649
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 19821, training loss: 0.18,
0.130223
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 19822, training loss: 0.13,
0.172106
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 19823, training loss: 0.17,
0.216982
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 19824, training loss: 0.22,
0.127967
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 19825, training loss: 0.13,
0.292181
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 19826, training loss: 0.29,
0.153885
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19827, training loss: 0.15,
0.229109
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19828, training loss: 0.23,
0.143666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19829, training loss: 0.14,
0.152887
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 19830, training loss: 0.15,
0.142014
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 19831, training loss: 0.14,
0.137421
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19832, training loss: 0.14,
0.13133
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 19833, training loss: 0.13,
0.13837
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19834, training loss: 0.14,
0.267425
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 19835, training loss: 0.27,
0.135823
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 19836, training loss: 0.14,
0.164137
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 19837, training loss: 0.16,
0.413269
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 19838, training loss: 0.41,
0.254859
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 19839, training loss: 0.25,
0.192567
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19840, training loss: 0.19,
0.158169
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 19841, training loss: 0.16,
0.133337
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19842, training loss: 0.13,
0.352107
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19843, training loss: 0.35,
0.26697
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19844, training loss: 0.27,
0.16414
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19845, training loss: 0.16,
0.141748
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19846, training loss: 0.14,
0.168828
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19847, training loss: 0.17,
0.174149
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19848, training loss: 0.17,
0.311759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19849, training loss: 0.31,
0.134099
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19850, training loss: 0.13,
0.258697
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 19851, training loss: 0.26,
0.148285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19852, training loss: 0.15,
0.177072
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 19853, training loss: 0.18,
0.140159
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 19854, training loss: 0.14,
0.160483
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19855, training loss: 0.16,
0.160785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19856, training loss: 0.16,
0.181259
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19857, training loss: 0.18,
0.189096
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 19858, training loss: 0.19,
0.148272
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 19859, training loss: 0.15,
0.25467
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 19860, training loss: 0.25,
0.156547
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 19861, training loss: 0.16,
0.195724
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 19862, training loss: 0.20,
0.218016
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19863, training loss: 0.22,
0.163575
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19864, training loss: 0.16,
0.130553
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19865, training loss: 0.13,
0.149463
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19866, training loss: 0.15,
0.235559
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19867, training loss: 0.24,
0.265877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 19868, training loss: 0.27,
0.168551
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19869, training loss: 0.17,
0.180721
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 19870, training loss: 0.18,
0.200727
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 19871, training loss: 0.20,
0.244032
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19872, training loss: 0.24,
0.161367
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19873, training loss: 0.16,
0.166079
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 19874, training loss: 0.17,
0.205951
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 19875, training loss: 0.21,
0.249321
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19876, training loss: 0.25,
0.141442
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 19877, training loss: 0.14,
0.219272
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19878, training loss: 0.22,
0.142103
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 19879, training loss: 0.14,
0.15668
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 19880, training loss: 0.16,
0.182013
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19881, training loss: 0.18,
0.174117
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19882, training loss: 0.17,
0.19831
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19883, training loss: 0.20,
0.172969
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19884, training loss: 0.17,
0.214349
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19885, training loss: 0.21,
0.196088
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19886, training loss: 0.20,
0.142325
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19887, training loss: 0.14,
0.15156
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19888, training loss: 0.15,
0.178171
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19889, training loss: 0.18,
0.205551
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 19890, training loss: 0.21,
0.177325
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19891, training loss: 0.18,
0.146933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19892, training loss: 0.15,
0.182541
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19893, training loss: 0.18,
0.158699
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 19894, training loss: 0.16,
0.182064
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 19895, training loss: 0.18,
0.341629
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 19896, training loss: 0.34,
0.162368
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 19897, training loss: 0.16,
0.23211
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19898, training loss: 0.23,
0.14353
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 19899, training loss: 0.14,
0.186831
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 19900, training loss: 0.19,
0.136105
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 19901, training loss: 0.14,
0.160811
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19902, training loss: 0.16,
0.150007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19903, training loss: 0.15,
0.188754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19904, training loss: 0.19,
0.167116
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 19905, training loss: 0.17,
0.227899
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19906, training loss: 0.23,
0.283732
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19907, training loss: 0.28,
0.181377
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 19908, training loss: 0.18,
0.152408
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 19909, training loss: 0.15,
0.140643
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19910, training loss: 0.14,
0.158105
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 19911, training loss: 0.16,
0.183614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19912, training loss: 0.18,
0.258896
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19913, training loss: 0.26,
0.142329
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 19914, training loss: 0.14,
0.165675
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 19915, training loss: 0.17,
0.147285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 19916, training loss: 0.15,
0.156461
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 19917, training loss: 0.16,
0.203338
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 19918, training loss: 0.20,
0.165699
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 19919, training loss: 0.17,
0.145076
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19920, training loss: 0.15,
0.240459
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 19921, training loss: 0.24,
0.152297
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 19922, training loss: 0.15,
0.133775
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19923, training loss: 0.13,
0.203908
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19924, training loss: 0.20,
0.182137
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 19925, training loss: 0.18,
0.206423
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 19926, training loss: 0.21,
0.155935
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 19927, training loss: 0.16,
0.162835
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19928, training loss: 0.16,
0.216241
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 19929, training loss: 0.22,
0.252587
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 19930, training loss: 0.25,
0.14284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19931, training loss: 0.14,
0.195289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19932, training loss: 0.20,
0.17385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 19933, training loss: 0.17,
0.141595
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 19934, training loss: 0.14,
0.151811
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19935, training loss: 0.15,
0.155979
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 19936, training loss: 0.16,
0.136769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19937, training loss: 0.14,
0.135059
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 19938, training loss: 0.14,
0.238538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 19939, training loss: 0.24,
0.143443
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19940, training loss: 0.14,
0.192041
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19941, training loss: 0.19,
0.160008
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19942, training loss: 0.16,
0.124793
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 19943, training loss: 0.12,
0.180294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 19944, training loss: 0.18,
0.290709
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19945, training loss: 0.29,
0.15233
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19946, training loss: 0.15,
0.210141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 19947, training loss: 0.21,
0.145018
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19948, training loss: 0.15,
0.173852
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19949, training loss: 0.17,
0.150302
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19950, training loss: 0.15,
0.158766
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19951, training loss: 0.16,
0.167083
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 19952, training loss: 0.17,
0.133922
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19953, training loss: 0.13,
0.149299
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19954, training loss: 0.15,
0.14917
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 19955, training loss: 0.15,
0.197902
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19956, training loss: 0.20,
0.316652
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19957, training loss: 0.32,
0.276675
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19958, training loss: 0.28,
0.221079
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19959, training loss: 0.22,
0.138278
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19960, training loss: 0.14,
0.158129
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19961, training loss: 0.16,
0.259994
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19962, training loss: 0.26,
0.203201
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19963, training loss: 0.20,
0.175707
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19964, training loss: 0.18,
0.156127
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 19965, training loss: 0.16,
0.173109
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19966, training loss: 0.17,
0.21356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19967, training loss: 0.21,
0.165643
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19968, training loss: 0.17,
0.156861
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 19969, training loss: 0.16,
0.160958
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 19970, training loss: 0.16,
0.180138
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 19971, training loss: 0.18,
0.13843
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19972, training loss: 0.14,
0.144508
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 19973, training loss: 0.14,
0.189603
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19974, training loss: 0.19,
0.136417
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19975, training loss: 0.14,
0.261445
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19976, training loss: 0.26,
0.233883
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19977, training loss: 0.23,
0.139714
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19978, training loss: 0.14,
0.301884
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19979, training loss: 0.30,
0.191393
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19980, training loss: 0.19,
0.209357
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 19981, training loss: 0.21,
0.130671
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 19982, training loss: 0.13,
0.144591
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 19983, training loss: 0.14,
0.190822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19984, training loss: 0.19,
0.231655
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19985, training loss: 0.23,
0.133194
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19986, training loss: 0.13,
0.320723
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19987, training loss: 0.32,
0.160985
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 19988, training loss: 0.16,
0.385544
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 19989, training loss: 0.39,
0.140936
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 19990, training loss: 0.14,
0.147211
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 19991, training loss: 0.15,
0.180678
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 19992, training loss: 0.18,
0.180589
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19993, training loss: 0.18,
0.138753
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 19994, training loss: 0.14,
0.22262
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 19995, training loss: 0.22,
0.144296
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 19996, training loss: 0.14,
0.191072
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 19997, training loss: 0.19,
0.16241
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 19998, training loss: 0.16,
0.282978
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 19999, training loss: 0.28,
0.208838
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20000, training loss: 0.21,
0.137953
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20001, training loss: 0.14,
0.146211
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20002, training loss: 0.15,
0.307622
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20003, training loss: 0.31,
0.156982
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20004, training loss: 0.16,
0.204804
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20005, training loss: 0.20,
0.173202
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20006, training loss: 0.17,
0.176199
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 20007, training loss: 0.18,
0.23863
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20008, training loss: 0.24,
0.172511
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 20009, training loss: 0.17,
0.161104
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 20010, training loss: 0.16,
0.130496
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20011, training loss: 0.13,
0.152363
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 20012, training loss: 0.15,
0.144206
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20013, training loss: 0.14,
0.163299
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 20014, training loss: 0.16,
0.180445
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 20015, training loss: 0.18,
0.165956
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 20016, training loss: 0.17,
0.148045
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 20017, training loss: 0.15,
0.17345
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 20018, training loss: 0.17,
0.165921
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20019, training loss: 0.17,
0.174665
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 20020, training loss: 0.17,
0.144404
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20021, training loss: 0.14,
0.165642
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20022, training loss: 0.17,
0.153465
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20023, training loss: 0.15,
0.199464
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 20024, training loss: 0.20,
0.322684
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20025, training loss: 0.32,
0.144573
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 20026, training loss: 0.14,
0.150016
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 20027, training loss: 0.15,
0.145562
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20028, training loss: 0.15,
0.13684
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 20029, training loss: 0.14,
0.143096
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 20030, training loss: 0.14,
0.299107
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 20031, training loss: 0.30,
0.39981
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20032, training loss: 0.40,
0.137396
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20033, training loss: 0.14,
0.1287
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 20034, training loss: 0.13,
0.15517
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 20035, training loss: 0.16,
0.370063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20036, training loss: 0.37,
0.147308
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 20037, training loss: 0.15,
0.162378
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20038, training loss: 0.16,
0.207306
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 20039, training loss: 0.21,
0.158088
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 20040, training loss: 0.16,
0.163912
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 20041, training loss: 0.16,
0.159032
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 20042, training loss: 0.16,
0.148887
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20043, training loss: 0.15,
0.251294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20044, training loss: 0.25,
0.189829
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20045, training loss: 0.19,
0.165165
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20046, training loss: 0.17,
0.163665
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20047, training loss: 0.16,
0.209028
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20048, training loss: 0.21,
0.152838
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20049, training loss: 0.15,
0.161218
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 20050, training loss: 0.16,
0.16768
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20051, training loss: 0.17,
0.170131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 20052, training loss: 0.17,
0.222121
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20053, training loss: 0.22,
0.132784
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 20054, training loss: 0.13,
0.163915
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 20055, training loss: 0.16,
0.176044
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 20056, training loss: 0.18,
0.29442
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20057, training loss: 0.29,
0.289628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20058, training loss: 0.29,
0.143685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20059, training loss: 0.14,
0.182312
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 20060, training loss: 0.18,
0.156993
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 20061, training loss: 0.16,
0.184635
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 20062, training loss: 0.18,
0.236288
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20063, training loss: 0.24,
0.124569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20064, training loss: 0.12,
0.138353
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20065, training loss: 0.14,
0.274147
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 20066, training loss: 0.27,
0.148244
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20067, training loss: 0.15,
0.172249
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 20068, training loss: 0.17,
0.262049
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 20069, training loss: 0.26,
0.142797
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 20070, training loss: 0.14,
0.34592
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 20071, training loss: 0.35,
0.197881
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 20072, training loss: 0.20,
0.219708
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20073, training loss: 0.22,
0.182801
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 20074, training loss: 0.18,
0.17688
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20075, training loss: 0.18,
0.388723
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 20076, training loss: 0.39,
0.334861
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20077, training loss: 0.33,
0.165076
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20078, training loss: 0.17,
0.286959
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20079, training loss: 0.29,
0.136
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20080, training loss: 0.14,
0.338805
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 20081, training loss: 0.34,
0.212896
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 20082, training loss: 0.21,
0.160848
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20083, training loss: 0.16,
0.135914
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20084, training loss: 0.14,
0.169294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20085, training loss: 0.17,
0.14992
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 20086, training loss: 0.15,
0.29833
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20087, training loss: 0.30,
0.284174
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20088, training loss: 0.28,
0.149946
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20089, training loss: 0.15,
0.170954
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20090, training loss: 0.17,
0.292782
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20091, training loss: 0.29,
0.245799
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20092, training loss: 0.25,
0.159417
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 20093, training loss: 0.16,
0.196544
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 20094, training loss: 0.20,
0.136827
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 20095, training loss: 0.14,
0.145443
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20096, training loss: 0.15,
0.197547
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20097, training loss: 0.20,
0.181251
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20098, training loss: 0.18,
0.158916
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 20099, training loss: 0.16,
0.136989
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20100, training loss: 0.14,
0.146754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20101, training loss: 0.15,
0.24301
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20102, training loss: 0.24,
0.165027
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20103, training loss: 0.17,
0.13438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 20104, training loss: 0.13,
0.265388
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20105, training loss: 0.27,
0.174057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20106, training loss: 0.17,
0.148496
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20107, training loss: 0.15,
0.148631
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20108, training loss: 0.15,
0.305298
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20109, training loss: 0.31,
0.397832
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 20110, training loss: 0.40,
0.278424
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20111, training loss: 0.28,
0.143716
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20112, training loss: 0.14,
0.234616
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20113, training loss: 0.23,
0.224932
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20114, training loss: 0.22,
0.219763
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20115, training loss: 0.22,
0.168484
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 20116, training loss: 0.17,
0.234436
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20117, training loss: 0.23,
0.199737
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20118, training loss: 0.20,
0.175653
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 20119, training loss: 0.18,
0.197773
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20120, training loss: 0.20,
0.158022
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 20121, training loss: 0.16,
0.164479
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20122, training loss: 0.16,
0.152469
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 20123, training loss: 0.15,
0.294016
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 20124, training loss: 0.29,
0.160599
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 20125, training loss: 0.16,
0.1652
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20126, training loss: 0.17,
0.194306
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20127, training loss: 0.19,
0.190881
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 20128, training loss: 0.19,
0.178388
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 20129, training loss: 0.18,
0.180221
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20130, training loss: 0.18,
0.18365
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20131, training loss: 0.18,
0.130672
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 20132, training loss: 0.13,
0.146752
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20133, training loss: 0.15,
0.179427
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 20134, training loss: 0.18,
0.245409
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20135, training loss: 0.25,
0.182719
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20136, training loss: 0.18,
0.241136
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20137, training loss: 0.24,
0.164823
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20138, training loss: 0.16,
0.142219
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20139, training loss: 0.14,
0.140143
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20140, training loss: 0.14,
0.148752
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 20141, training loss: 0.15,
0.292825
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20142, training loss: 0.29,
0.132752
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20143, training loss: 0.13,
0.175387
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 20144, training loss: 0.18,
0.15383
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20145, training loss: 0.15,
0.151255
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 20146, training loss: 0.15,
0.14638
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20147, training loss: 0.15,
0.153778
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20148, training loss: 0.15,
0.150082
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20149, training loss: 0.15,
0.147605
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20150, training loss: 0.15,
0.219239
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20151, training loss: 0.22,
0.256602
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 20152, training loss: 0.26,
0.174384
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20153, training loss: 0.17,
0.207091
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20154, training loss: 0.21,
0.18173
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20155, training loss: 0.18,
0.154783
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20156, training loss: 0.15,
0.180272
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 20157, training loss: 0.18,
0.176844
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20158, training loss: 0.18,
0.141388
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20159, training loss: 0.14,
0.375883
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 20160, training loss: 0.38,
0.252255
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20161, training loss: 0.25,
0.143624
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20162, training loss: 0.14,
0.157035
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20163, training loss: 0.16,
0.185616
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 20164, training loss: 0.19,
0.182472
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20165, training loss: 0.18,
0.184826
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 20166, training loss: 0.18,
0.164701
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20167, training loss: 0.16,
0.184037
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20168, training loss: 0.18,
0.199241
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 20169, training loss: 0.20,
0.151816
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 20170, training loss: 0.15,
0.254167
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 20171, training loss: 0.25,
0.284089
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 20172, training loss: 0.28,
0.168983
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20173, training loss: 0.17,
0.152906
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20174, training loss: 0.15,
0.132441
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20175, training loss: 0.13,
0.158781
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 20176, training loss: 0.16,
0.154145
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 20177, training loss: 0.15,
0.170509
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20178, training loss: 0.17,
0.174347
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 20179, training loss: 0.17,
0.191982
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 20180, training loss: 0.19,
0.157379
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 20181, training loss: 0.16,
0.151188
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 20182, training loss: 0.15,
0.150585
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 20183, training loss: 0.15,
0.218852
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 20184, training loss: 0.22,
0.152643
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 20185, training loss: 0.15,
0.171577
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20186, training loss: 0.17,
0.237138
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20187, training loss: 0.24,
0.189475
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20188, training loss: 0.19,
0.230252
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20189, training loss: 0.23,
0.192565
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20190, training loss: 0.19,
0.242717
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20191, training loss: 0.24,
0.140191
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20192, training loss: 0.14,
0.148724
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20193, training loss: 0.15,
0.160917
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 20194, training loss: 0.16,
0.176567
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 20195, training loss: 0.18,
0.162217
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20196, training loss: 0.16,
0.13503
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 20197, training loss: 0.14,
0.157336
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 20198, training loss: 0.16,
0.152544
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 20199, training loss: 0.15,
0.156931
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 20200, training loss: 0.16,
0.124804
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 20201, training loss: 0.12,
0.206002
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20202, training loss: 0.21,
0.245213
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20203, training loss: 0.25,
0.241452
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 20204, training loss: 0.24,
0.145314
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20205, training loss: 0.15,
0.182833
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20206, training loss: 0.18,
0.148017
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20207, training loss: 0.15,
0.166154
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20208, training loss: 0.17,
0.173427
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20209, training loss: 0.17,
0.206257
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 20210, training loss: 0.21,
0.132601
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20211, training loss: 0.13,
0.183412
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20212, training loss: 0.18,
0.293773
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 20213, training loss: 0.29,
0.173238
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20214, training loss: 0.17,
0.159649
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20215, training loss: 0.16,
0.156385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 20216, training loss: 0.16,
0.277677
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20217, training loss: 0.28,
0.219276
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20218, training loss: 0.22,
0.364853
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20219, training loss: 0.36,
0.133323
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 20220, training loss: 0.13,
0.200291
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 20221, training loss: 0.20,
0.181417
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20222, training loss: 0.18,
0.144518
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20223, training loss: 0.14,
0.319566
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20224, training loss: 0.32,
0.169873
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20225, training loss: 0.17,
0.188174
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 20226, training loss: 0.19,
0.184625
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20227, training loss: 0.18,
0.243791
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20228, training loss: 0.24,
0.160182
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 20229, training loss: 0.16,
0.162615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 20230, training loss: 0.16,
0.156228
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20231, training loss: 0.16,
0.22893
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20232, training loss: 0.23,
0.172029
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 20233, training loss: 0.17,
0.242077
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20234, training loss: 0.24,
0.186852
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20235, training loss: 0.19,
0.15755
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20236, training loss: 0.16,
0.199895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 20237, training loss: 0.20,
0.174125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20238, training loss: 0.17,
0.174575
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20239, training loss: 0.17,
0.178773
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20240, training loss: 0.18,
0.150776
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20241, training loss: 0.15,
0.164321
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20242, training loss: 0.16,
0.172781
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20243, training loss: 0.17,
0.155274
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 20244, training loss: 0.16,
0.157134
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 20245, training loss: 0.16,
0.180508
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20246, training loss: 0.18,
0.140404
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20247, training loss: 0.14,
0.174654
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20248, training loss: 0.17,
0.156962
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 20249, training loss: 0.16,
0.210629
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 20250, training loss: 0.21,
0.181949
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 20251, training loss: 0.18,
0.237289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 20252, training loss: 0.24,
0.132373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 20253, training loss: 0.13,
0.161656
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 20254, training loss: 0.16,
0.375584
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20255, training loss: 0.38,
0.269556
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 20256, training loss: 0.27,
0.153409
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20257, training loss: 0.15,
0.175285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 20258, training loss: 0.18,
0.175116
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 20259, training loss: 0.18,
0.14995
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 20260, training loss: 0.15,
0.149345
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20261, training loss: 0.15,
0.154427
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 20262, training loss: 0.15,
0.198985
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20263, training loss: 0.20,
0.404178
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20264, training loss: 0.40,
0.144628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20265, training loss: 0.14,
0.145044
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 20266, training loss: 0.15,
0.201723
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20267, training loss: 0.20,
0.257931
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20268, training loss: 0.26,
0.125284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20269, training loss: 0.13,
0.209386
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20270, training loss: 0.21,
0.130749
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20271, training loss: 0.13,
0.169003
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20272, training loss: 0.17,
0.145854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20273, training loss: 0.15,
0.270875
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 20274, training loss: 0.27,
0.202854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 20275, training loss: 0.20,
0.134065
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 20276, training loss: 0.13,
0.162651
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20277, training loss: 0.16,
0.188493
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20278, training loss: 0.19,
0.271641
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 20279, training loss: 0.27,
0.239358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 20280, training loss: 0.24,
0.154789
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20281, training loss: 0.15,
0.176532
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 20282, training loss: 0.18,
0.16833
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 20283, training loss: 0.17,
0.182309
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 20284, training loss: 0.18,
0.164568
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 20285, training loss: 0.16,
0.222409
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20286, training loss: 0.22,
0.186401
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20287, training loss: 0.19,
0.217915
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20288, training loss: 0.22,
0.19012
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 20289, training loss: 0.19,
0.220513
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20290, training loss: 0.22,
0.263721
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20291, training loss: 0.26,
0.138438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 20292, training loss: 0.14,
0.150188
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 20293, training loss: 0.15,
0.16814
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20294, training loss: 0.17,
0.286401
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20295, training loss: 0.29,
0.1601
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20296, training loss: 0.16,
0.155078
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 20297, training loss: 0.16,
0.30045
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20298, training loss: 0.30,
0.254581
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20299, training loss: 0.25,
0.271968
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20300, training loss: 0.27,
0.136956
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 20301, training loss: 0.14,
0.154991
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20302, training loss: 0.15,
0.136375
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20303, training loss: 0.14,
0.275437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 20304, training loss: 0.28,
0.159465
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20305, training loss: 0.16,
0.176181
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20306, training loss: 0.18,
0.167216
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20307, training loss: 0.17,
0.16214
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20308, training loss: 0.16,
0.206936
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 20309, training loss: 0.21,
0.154165
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20310, training loss: 0.15,
0.139972
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20311, training loss: 0.14,
0.300311
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 20312, training loss: 0.30,
0.46904
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20313, training loss: 0.47,
0.15463
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20314, training loss: 0.15,
0.153208
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20315, training loss: 0.15,
0.270481
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20316, training loss: 0.27,
0.209051
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20317, training loss: 0.21,
0.131888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20318, training loss: 0.13,
0.152104
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20319, training loss: 0.15,
0.140719
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20320, training loss: 0.14,
0.260435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20321, training loss: 0.26,
0.165271
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20322, training loss: 0.17,
0.323129
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 20323, training loss: 0.32,
0.179062
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 20324, training loss: 0.18,
0.153785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20325, training loss: 0.15,
0.209097
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20326, training loss: 0.21,
0.140383
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20327, training loss: 0.14,
0.160792
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20328, training loss: 0.16,
0.145901
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20329, training loss: 0.15,
0.16564
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20330, training loss: 0.17,
0.19125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 20331, training loss: 0.19,
0.146658
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20332, training loss: 0.15,
0.209383
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20333, training loss: 0.21,
0.187573
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20334, training loss: 0.19,
0.193619
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20335, training loss: 0.19,
0.13797
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 20336, training loss: 0.14,
0.16518
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20337, training loss: 0.17,
0.166201
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 20338, training loss: 0.17,
0.179325
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 20339, training loss: 0.18,
0.142696
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20340, training loss: 0.14,
0.142335
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20341, training loss: 0.14,
0.207357
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20342, training loss: 0.21,
0.157636
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20343, training loss: 0.16,
0.174048
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 20344, training loss: 0.17,
0.181405
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20345, training loss: 0.18,
0.194587
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 20346, training loss: 0.19,
0.13787
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20347, training loss: 0.14,
0.166896
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20348, training loss: 0.17,
0.149312
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 20349, training loss: 0.15,
0.136125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20350, training loss: 0.14,
0.185816
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20351, training loss: 0.19,
0.299453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20352, training loss: 0.30,
0.151216
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 20353, training loss: 0.15,
0.231672
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20354, training loss: 0.23,
0.206821
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 20355, training loss: 0.21,
0.156275
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 20356, training loss: 0.16,
0.151922
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20357, training loss: 0.15,
0.173844
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20358, training loss: 0.17,
0.237303
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20359, training loss: 0.24,
0.24783
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20360, training loss: 0.25,
0.187068
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20361, training loss: 0.19,
0.180331
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20362, training loss: 0.18,
0.164121
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 20363, training loss: 0.16,
0.205106
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 20364, training loss: 0.21,
0.152309
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20365, training loss: 0.15,
0.262711
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20366, training loss: 0.26,
0.164338
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 20367, training loss: 0.16,
0.218087
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 20368, training loss: 0.22,
0.16421
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 20369, training loss: 0.16,
0.196476
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 20370, training loss: 0.20,
0.158654
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20371, training loss: 0.16,
0.148207
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20372, training loss: 0.15,
0.168377
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20373, training loss: 0.17,
0.173944
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 20374, training loss: 0.17,
0.217618
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20375, training loss: 0.22,
0.159467
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20376, training loss: 0.16,
0.154671
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20377, training loss: 0.15,
0.257777
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 20378, training loss: 0.26,
0.169834
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20379, training loss: 0.17,
0.141133
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20380, training loss: 0.14,
0.177933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20381, training loss: 0.18,
0.254131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20382, training loss: 0.25,
0.160235
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20383, training loss: 0.16,
0.251617
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 20384, training loss: 0.25,
0.164504
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 20385, training loss: 0.16,
0.150593
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20386, training loss: 0.15,
0.174172
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20387, training loss: 0.17,
0.177907
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20388, training loss: 0.18,
0.241318
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 20389, training loss: 0.24,
0.149073
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20390, training loss: 0.15,
0.213801
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 20391, training loss: 0.21,
0.186562
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20392, training loss: 0.19,
0.243278
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20393, training loss: 0.24,
0.150009
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20394, training loss: 0.15,
0.171887
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20395, training loss: 0.17,
0.212775
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 20396, training loss: 0.21,
0.14884
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 20397, training loss: 0.15,
0.15142
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 20398, training loss: 0.15,
0.297131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 20399, training loss: 0.30,
0.150209
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 20400, training loss: 0.15,
0.282271
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 20401, training loss: 0.28,
0.152418
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20402, training loss: 0.15,
0.143895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 20403, training loss: 0.14,
0.161654
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20404, training loss: 0.16,
0.14211
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20405, training loss: 0.14,
0.133838
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 20406, training loss: 0.13,
0.129947
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20407, training loss: 0.13,
0.182259
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20408, training loss: 0.18,
0.178317
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20409, training loss: 0.18,
0.201888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20410, training loss: 0.20,
0.15164
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 20411, training loss: 0.15,
0.140053
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 20412, training loss: 0.14,
0.178579
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20413, training loss: 0.18,
0.144382
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20414, training loss: 0.14,
0.179847
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20415, training loss: 0.18,
0.166392
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20416, training loss: 0.17,
0.227127
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20417, training loss: 0.23,
0.188021
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20418, training loss: 0.19,
0.179816
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20419, training loss: 0.18,
0.14135
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20420, training loss: 0.14,
0.192088
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 20421, training loss: 0.19,
0.167177
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20422, training loss: 0.17,
0.149365
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 20423, training loss: 0.15,
0.241719
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 20424, training loss: 0.24,
0.12946
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20425, training loss: 0.13,
0.142524
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20426, training loss: 0.14,
0.146568
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 20427, training loss: 0.15,
0.181795
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20428, training loss: 0.18,
0.173617
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20429, training loss: 0.17,
0.169862
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20430, training loss: 0.17,
0.148351
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 20431, training loss: 0.15,
0.176775
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 20432, training loss: 0.18,
0.152674
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 20433, training loss: 0.15,
0.357291
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20434, training loss: 0.36,
0.154362
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20435, training loss: 0.15,
0.178038
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20436, training loss: 0.18,
0.135616
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20437, training loss: 0.14,
0.152385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20438, training loss: 0.15,
0.137857
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 20439, training loss: 0.14,
0.168927
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 20440, training loss: 0.17,
0.147419
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20441, training loss: 0.15,
0.153661
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 20442, training loss: 0.15,
0.162857
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20443, training loss: 0.16,
0.188191
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20444, training loss: 0.19,
0.168583
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20445, training loss: 0.17,
0.198981
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 20446, training loss: 0.20,
0.154688
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20447, training loss: 0.15,
0.150034
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20448, training loss: 0.15,
0.192661
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20449, training loss: 0.19,
0.1593
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 20450, training loss: 0.16,
0.169452
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20451, training loss: 0.17,
0.147247
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20452, training loss: 0.15,
0.142425
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 20453, training loss: 0.14,
0.188269
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 20454, training loss: 0.19,
0.187632
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 20455, training loss: 0.19,
0.236443
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20456, training loss: 0.24,
0.153819
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 20457, training loss: 0.15,
0.332885
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20458, training loss: 0.33,
0.145041
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 20459, training loss: 0.15,
0.169725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20460, training loss: 0.17,
0.26132
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20461, training loss: 0.26,
0.146329
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20462, training loss: 0.15,
0.205934
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 20463, training loss: 0.21,
0.192577
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20464, training loss: 0.19,
0.14262
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20465, training loss: 0.14,
0.181765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20466, training loss: 0.18,
0.166699
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20467, training loss: 0.17,
0.147427
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 20468, training loss: 0.15,
0.192757
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20469, training loss: 0.19,
0.211491
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.6% 20 way one-shot learning accuracy
iteration 20470, training loss: 0.21,
0.151806
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 20471, training loss: 0.15,
0.149398
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20472, training loss: 0.15,
0.227694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20473, training loss: 0.23,
0.163548
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 20474, training loss: 0.16,
0.132795
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 20475, training loss: 0.13,
0.169082
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20476, training loss: 0.17,
0.227656
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 20477, training loss: 0.23,
0.264628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20478, training loss: 0.26,
0.187617
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20479, training loss: 0.19,
0.195156
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20480, training loss: 0.20,
0.141048
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20481, training loss: 0.14,
0.235726
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 20482, training loss: 0.24,
0.17016
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20483, training loss: 0.17,
0.161492
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20484, training loss: 0.16,
0.134597
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20485, training loss: 0.13,
0.145279
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 20486, training loss: 0.15,
0.165871
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 20487, training loss: 0.17,
0.155216
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20488, training loss: 0.16,
0.174667
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20489, training loss: 0.17,
0.149835
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20490, training loss: 0.15,
0.154376
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20491, training loss: 0.15,
0.135025
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20492, training loss: 0.14,
0.202639
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20493, training loss: 0.20,
0.168303
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20494, training loss: 0.17,
0.326333
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 20495, training loss: 0.33,
0.159095
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20496, training loss: 0.16,
0.177072
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20497, training loss: 0.18,
0.17207
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20498, training loss: 0.17,
0.181097
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20499, training loss: 0.18,
0.177191
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20500, training loss: 0.18,
0.241217
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 20501, training loss: 0.24,
0.175459
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 20502, training loss: 0.18,
0.206795
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20503, training loss: 0.21,
0.155346
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20504, training loss: 0.16,
0.165482
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20505, training loss: 0.17,
0.299253
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20506, training loss: 0.30,
0.150975
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20507, training loss: 0.15,
0.183927
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20508, training loss: 0.18,
0.154373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 20509, training loss: 0.15,
0.353666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20510, training loss: 0.35,
0.253316
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 20511, training loss: 0.25,
0.205745
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20512, training loss: 0.21,
0.220687
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 20513, training loss: 0.22,
0.226789
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 20514, training loss: 0.23,
0.130647
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20515, training loss: 0.13,
0.171569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20516, training loss: 0.17,
0.387759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20517, training loss: 0.39,
0.217231
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20518, training loss: 0.22,
0.145694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20519, training loss: 0.15,
0.157133
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 20520, training loss: 0.16,
0.239127
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20521, training loss: 0.24,
0.164289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20522, training loss: 0.16,
0.160679
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 20523, training loss: 0.16,
0.189229
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20524, training loss: 0.19,
0.152192
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20525, training loss: 0.15,
0.273055
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20526, training loss: 0.27,
0.254924
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.6% 20 way one-shot learning accuracy
iteration 20527, training loss: 0.25,
0.193045
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 20528, training loss: 0.19,
0.158223
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20529, training loss: 0.16,
0.160079
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20530, training loss: 0.16,
0.150526
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 20531, training loss: 0.15,
0.201906
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20532, training loss: 0.20,
0.135711
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 20533, training loss: 0.14,
0.146449
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 20534, training loss: 0.15,
0.169826
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20535, training loss: 0.17,
0.141781
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20536, training loss: 0.14,
0.182295
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 20537, training loss: 0.18,
0.164213
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20538, training loss: 0.16,
0.162412
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20539, training loss: 0.16,
0.169255
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20540, training loss: 0.17,
0.151446
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20541, training loss: 0.15,
0.2171
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 20542, training loss: 0.22,
0.180881
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 20543, training loss: 0.18,
0.321363
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20544, training loss: 0.32,
0.137665
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 20545, training loss: 0.14,
0.232607
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20546, training loss: 0.23,
0.268041
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 20547, training loss: 0.27,
0.231089
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20548, training loss: 0.23,
0.173694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20549, training loss: 0.17,
0.163787
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20550, training loss: 0.16,
0.268644
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20551, training loss: 0.27,
0.150228
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20552, training loss: 0.15,
0.148407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20553, training loss: 0.15,
0.205221
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20554, training loss: 0.21,
0.130594
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20555, training loss: 0.13,
0.259041
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20556, training loss: 0.26,
0.135612
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20557, training loss: 0.14,
0.175082
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20558, training loss: 0.18,
0.182928
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20559, training loss: 0.18,
0.161491
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 20560, training loss: 0.16,
0.182904
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20561, training loss: 0.18,
0.267125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20562, training loss: 0.27,
0.166635
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20563, training loss: 0.17,
0.17939
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 20564, training loss: 0.18,
0.242945
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20565, training loss: 0.24,
0.150157
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20566, training loss: 0.15,
0.163501
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20567, training loss: 0.16,
0.324254
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20568, training loss: 0.32,
0.14994
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20569, training loss: 0.15,
0.174821
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20570, training loss: 0.17,
0.157193
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20571, training loss: 0.16,
0.143458
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20572, training loss: 0.14,
0.208998
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 20573, training loss: 0.21,
0.138765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20574, training loss: 0.14,
0.178036
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20575, training loss: 0.18,
0.141226
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20576, training loss: 0.14,
0.158312
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20577, training loss: 0.16,
0.178205
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20578, training loss: 0.18,
0.178729
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 20579, training loss: 0.18,
0.161725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 20580, training loss: 0.16,
0.157568
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 20581, training loss: 0.16,
0.198839
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20582, training loss: 0.20,
0.193335
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20583, training loss: 0.19,
0.172495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20584, training loss: 0.17,
0.148697
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 20585, training loss: 0.15,
0.151183
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20586, training loss: 0.15,
0.281708
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 20587, training loss: 0.28,
0.370451
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20588, training loss: 0.37,
0.21042
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 20589, training loss: 0.21,
0.178212
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20590, training loss: 0.18,
0.199458
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20591, training loss: 0.20,
0.150654
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20592, training loss: 0.15,
0.172136
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20593, training loss: 0.17,
0.149392
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20594, training loss: 0.15,
0.246204
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20595, training loss: 0.25,
0.150993
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20596, training loss: 0.15,
0.161233
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20597, training loss: 0.16,
0.13994
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 20598, training loss: 0.14,
0.16637
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20599, training loss: 0.17,
0.158434
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20600, training loss: 0.16,
0.198013
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20601, training loss: 0.20,
0.348402
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 20602, training loss: 0.35,
0.145302
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20603, training loss: 0.15,
0.130569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20604, training loss: 0.13,
0.213164
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20605, training loss: 0.21,
0.142616
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20606, training loss: 0.14,
0.142823
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 20607, training loss: 0.14,
0.172954
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 20608, training loss: 0.17,
0.167658
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 20609, training loss: 0.17,
0.140215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 20610, training loss: 0.14,
0.158099
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20611, training loss: 0.16,
0.183725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20612, training loss: 0.18,
0.155828
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20613, training loss: 0.16,
0.205638
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20614, training loss: 0.21,
0.214188
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20615, training loss: 0.21,
0.210452
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20616, training loss: 0.21,
0.13903
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 20617, training loss: 0.14,
0.440097
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20618, training loss: 0.44,
0.266921
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20619, training loss: 0.27,
0.195842
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 20620, training loss: 0.20,
0.163082
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20621, training loss: 0.16,
0.151478
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 20622, training loss: 0.15,
0.240987
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 20623, training loss: 0.24,
0.285903
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20624, training loss: 0.29,
0.180638
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20625, training loss: 0.18,
0.155626
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 20626, training loss: 0.16,
0.169772
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 20627, training loss: 0.17,
0.221694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20628, training loss: 0.22,
0.178737
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 20629, training loss: 0.18,
0.30426
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 20630, training loss: 0.30,
0.156629
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 20631, training loss: 0.16,
0.247551
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20632, training loss: 0.25,
0.166878
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20633, training loss: 0.17,
0.284593
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20634, training loss: 0.28,
0.175074
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 20635, training loss: 0.18,
0.205156
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 20636, training loss: 0.21,
0.209813
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20637, training loss: 0.21,
0.265903
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 20638, training loss: 0.27,
0.201395
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 20639, training loss: 0.20,
0.181447
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20640, training loss: 0.18,
0.150194
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 20641, training loss: 0.15,
0.135807
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20642, training loss: 0.14,
0.165714
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20643, training loss: 0.17,
0.165246
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20644, training loss: 0.17,
0.177826
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20645, training loss: 0.18,
0.143219
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20646, training loss: 0.14,
0.127224
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20647, training loss: 0.13,
0.132338
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20648, training loss: 0.13,
0.203772
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 20649, training loss: 0.20,
0.185979
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20650, training loss: 0.19,
0.18003
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20651, training loss: 0.18,
0.192143
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20652, training loss: 0.19,
0.345343
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20653, training loss: 0.35,
0.145337
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20654, training loss: 0.15,
0.144656
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20655, training loss: 0.14,
0.160108
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20656, training loss: 0.16,
0.137628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20657, training loss: 0.14,
0.165897
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 20658, training loss: 0.17,
0.193363
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20659, training loss: 0.19,
0.333654
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20660, training loss: 0.33,
0.178633
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20661, training loss: 0.18,
0.15911
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 20662, training loss: 0.16,
0.134268
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20663, training loss: 0.13,
0.343733
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 20664, training loss: 0.34,
0.151838
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 20665, training loss: 0.15,
0.267688
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20666, training loss: 0.27,
0.180758
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20667, training loss: 0.18,
0.186375
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20668, training loss: 0.19,
0.187821
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 20669, training loss: 0.19,
0.166207
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20670, training loss: 0.17,
0.254071
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20671, training loss: 0.25,
0.216046
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20672, training loss: 0.22,
0.200592
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 20673, training loss: 0.20,
0.165374
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20674, training loss: 0.17,
0.152988
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 20675, training loss: 0.15,
0.217167
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 20676, training loss: 0.22,
0.152651
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20677, training loss: 0.15,
0.169773
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 20678, training loss: 0.17,
0.203239
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 20679, training loss: 0.20,
0.246032
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20680, training loss: 0.25,
0.254194
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20681, training loss: 0.25,
0.190122
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20682, training loss: 0.19,
0.13956
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20683, training loss: 0.14,
0.140609
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 20684, training loss: 0.14,
0.178804
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 20685, training loss: 0.18,
0.169319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20686, training loss: 0.17,
0.140787
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 20687, training loss: 0.14,
0.204731
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 20688, training loss: 0.20,
0.146919
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20689, training loss: 0.15,
0.169345
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 20690, training loss: 0.17,
0.148967
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20691, training loss: 0.15,
0.412079
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 20692, training loss: 0.41,
0.213666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 20693, training loss: 0.21,
0.142499
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20694, training loss: 0.14,
0.1495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20695, training loss: 0.15,
0.142581
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20696, training loss: 0.14,
0.157044
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 20697, training loss: 0.16,
0.161641
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20698, training loss: 0.16,
0.173038
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20699, training loss: 0.17,
0.146231
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20700, training loss: 0.15,
0.14058
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20701, training loss: 0.14,
0.183951
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20702, training loss: 0.18,
0.151672
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 20703, training loss: 0.15,
0.186412
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20704, training loss: 0.19,
0.15572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20705, training loss: 0.16,
0.137948
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 20706, training loss: 0.14,
0.140428
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20707, training loss: 0.14,
0.191701
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 20708, training loss: 0.19,
0.149354
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20709, training loss: 0.15,
0.157831
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20710, training loss: 0.16,
0.190264
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20711, training loss: 0.19,
0.192118
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20712, training loss: 0.19,
0.160603
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 20713, training loss: 0.16,
0.152453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20714, training loss: 0.15,
0.164237
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20715, training loss: 0.16,
0.150863
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20716, training loss: 0.15,
0.14275
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20717, training loss: 0.14,
0.146314
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 20718, training loss: 0.15,
0.144275
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 20719, training loss: 0.14,
0.274815
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 20720, training loss: 0.27,
0.130935
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20721, training loss: 0.13,
0.314266
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 20722, training loss: 0.31,
0.129156
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20723, training loss: 0.13,
0.16597
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20724, training loss: 0.17,
0.145509
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 20725, training loss: 0.15,
0.178633
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20726, training loss: 0.18,
0.158206
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20727, training loss: 0.16,
0.147971
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 20728, training loss: 0.15,
0.154296
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20729, training loss: 0.15,
0.126067
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20730, training loss: 0.13,
0.193547
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20731, training loss: 0.19,
0.125976
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 20732, training loss: 0.13,
0.12955
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20733, training loss: 0.13,
0.151013
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20734, training loss: 0.15,
0.205494
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 20735, training loss: 0.21,
0.247453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 20736, training loss: 0.25,
0.14975
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20737, training loss: 0.15,
0.139307
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20738, training loss: 0.14,
0.160321
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20739, training loss: 0.16,
0.2754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20740, training loss: 0.28,
0.156627
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20741, training loss: 0.16,
0.153775
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20742, training loss: 0.15,
0.184793
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 20743, training loss: 0.18,
0.213872
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20744, training loss: 0.21,
0.271895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20745, training loss: 0.27,
0.139547
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20746, training loss: 0.14,
0.221043
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20747, training loss: 0.22,
0.160658
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 20748, training loss: 0.16,
0.161157
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20749, training loss: 0.16,
0.180646
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20750, training loss: 0.18,
0.142173
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20751, training loss: 0.14,
0.307978
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 20752, training loss: 0.31,
0.323068
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20753, training loss: 0.32,
0.214773
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20754, training loss: 0.21,
0.131199
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 20755, training loss: 0.13,
0.142719
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 20756, training loss: 0.14,
0.178652
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 20757, training loss: 0.18,
0.334127
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20758, training loss: 0.33,
0.170912
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20759, training loss: 0.17,
0.170951
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20760, training loss: 0.17,
0.151784
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20761, training loss: 0.15,
0.182274
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 20762, training loss: 0.18,
0.162087
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 20775, training loss: 0.15,
0.158228
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 20776, training loss: 0.16,
0.164244
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 20777, training loss: 0.16,
0.145493
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20778, training loss: 0.15,
0.143275
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20779, training loss: 0.14,
0.207988
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 20780, training loss: 0.21,
0.17643
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20781, training loss: 0.18,
0.135025
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 20782, training loss: 0.14,
0.204281
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20783, training loss: 0.20,
0.192554
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20784, training loss: 0.19,
0.150822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20785, training loss: 0.15,
0.260764
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20786, training loss: 0.26,
0.160085
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 20787, training loss: 0.16,
0.1645
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20788, training loss: 0.16,
0.148135
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20789, training loss: 0.15,
0.19379
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20790, training loss: 0.19,
0.179088
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 20791, training loss: 0.18,
0.142356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 20792, training loss: 0.14,
0.159821
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 20793, training loss: 0.16,
0.157568
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20794, training loss: 0.16,
0.176047
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20795, training loss: 0.18,
0.144957
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20796, training loss: 0.14,
0.152406
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 20797, training loss: 0.15,
0.17729
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20798, training loss: 0.18,
0.160319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20799, training loss: 0.16,
0.270099
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20800, training loss: 0.27,
0.131187
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20801, training loss: 0.13,
0.159294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 20802, training loss: 0.16,
0.150486
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 20803, training loss: 0.15,
0.188612
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20804, training loss: 0.19,
0.157607
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20805, training loss: 0.16,
0.137845
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20806, training loss: 0.14,
0.158181
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20807, training loss: 0.16,
0.207304
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20808, training loss: 0.21,
0.194269
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20809, training loss: 0.19,
0.140991
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20810, training loss: 0.14,
0.317127
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20811, training loss: 0.32,
0.192786
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 20812, training loss: 0.19,
0.22701
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20813, training loss: 0.23,
0.263328
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20814, training loss: 0.26,
0.172637
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20815, training loss: 0.17,
0.145595
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 20816, training loss: 0.15,
0.207587
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 20817, training loss: 0.21,
0.222378
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20818, training loss: 0.22,
0.160923
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 20819, training loss: 0.16,
0.160254
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 20820, training loss: 0.16,
0.186606
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20821, training loss: 0.19,
0.177777
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 20822, training loss: 0.18,
0.145589
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 20823, training loss: 0.15,
0.231259
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20824, training loss: 0.23,
0.279012
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 20825, training loss: 0.28,
0.153988
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20826, training loss: 0.15,
0.168358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20827, training loss: 0.17,
0.142459
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20828, training loss: 0.14,
0.162829
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20829, training loss: 0.16,
0.179548
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 20830, training loss: 0.18,
0.149643
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 20831, training loss: 0.15,
0.194734
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 20832, training loss: 0.19,
0.184326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20833, training loss: 0.18,
0.184584
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 20834, training loss: 0.18,
0.138031
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 20835, training loss: 0.14,
0.174998
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 20836, training loss: 0.17,
0.227456
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20837, training loss: 0.23,
0.152524
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 20838, training loss: 0.15,
0.147784
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20839, training loss: 0.15,
0.134731
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20840, training loss: 0.13,
0.169619
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20841, training loss: 0.17,
0.148891
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20842, training loss: 0.15,
0.281123
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 20843, training loss: 0.28,
0.175268
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20844, training loss: 0.18,
0.136646
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 20845, training loss: 0.14,
0.172526
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20846, training loss: 0.17,
0.198169
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20847, training loss: 0.20,
0.137332
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20848, training loss: 0.14,
0.234628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20849, training loss: 0.23,
0.237869
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20850, training loss: 0.24,
0.167082
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 20851, training loss: 0.17,
0.179105
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20852, training loss: 0.18,
0.155015
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20853, training loss: 0.16,
0.188771
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 20854, training loss: 0.19,
0.169341
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20855, training loss: 0.17,
0.172736
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20856, training loss: 0.17,
0.152312
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 20857, training loss: 0.15,
0.161439
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20858, training loss: 0.16,
0.169175
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 20859, training loss: 0.17,
0.154604
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20860, training loss: 0.15,
0.139743
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 20861, training loss: 0.14,
0.134192
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 20862, training loss: 0.13,
0.186342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20863, training loss: 0.19,
0.137398
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20864, training loss: 0.14,
0.201942
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20865, training loss: 0.20,
0.140116
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 20866, training loss: 0.14,
0.159328
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20867, training loss: 0.16,
0.141683
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20868, training loss: 0.14,
0.202237
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 20869, training loss: 0.20,
0.163015
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 20870, training loss: 0.16,
0.148164
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 20871, training loss: 0.15,
0.254614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 20872, training loss: 0.25,
0.172374
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20873, training loss: 0.17,
0.18992
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20874, training loss: 0.19,
0.163588
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20875, training loss: 0.16,
0.213273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20876, training loss: 0.21,
0.147127
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20877, training loss: 0.15,
0.237562
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20878, training loss: 0.24,
0.292857
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20879, training loss: 0.29,
0.16205
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20880, training loss: 0.16,
0.322247
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20881, training loss: 0.32,
0.139115
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20882, training loss: 0.14,
0.13137
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 20883, training loss: 0.13,
0.197117
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20884, training loss: 0.20,
0.138492
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 20885, training loss: 0.14,
0.185102
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 20886, training loss: 0.19,
0.16718
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20887, training loss: 0.17,
0.165548
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20888, training loss: 0.17,
0.17067
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20889, training loss: 0.17,
0.211545
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20890, training loss: 0.21,
0.180173
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 20891, training loss: 0.18,
0.196626
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 20892, training loss: 0.20,
0.21743
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20893, training loss: 0.22,
0.148399
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 20894, training loss: 0.15,
0.229614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 20895, training loss: 0.23,
0.151245
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20896, training loss: 0.15,
0.310848
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20897, training loss: 0.31,
0.151164
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 20898, training loss: 0.15,
0.164104
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20899, training loss: 0.16,
0.310125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 20900, training loss: 0.31,
0.183438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20901, training loss: 0.18,
0.174184
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20902, training loss: 0.17,
0.151521
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20903, training loss: 0.15,
0.186231
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20904, training loss: 0.19,
0.140702
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20905, training loss: 0.14,
0.141954
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20906, training loss: 0.14,
0.171408
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20907, training loss: 0.17,
0.25242
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 20908, training loss: 0.25,
0.152182
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20909, training loss: 0.15,
0.158033
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20910, training loss: 0.16,
0.240134
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 20911, training loss: 0.24,
0.204678
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20912, training loss: 0.20,
0.263465
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20913, training loss: 0.26,
0.174593
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 20914, training loss: 0.17,
0.276464
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 20915, training loss: 0.28,
0.159965
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20916, training loss: 0.16,
0.156876
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 20917, training loss: 0.16,
0.166965
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 20918, training loss: 0.17,
0.194826
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 88.0% 20 way one-shot learning accuracy
iteration 20919, training loss: 0.19,
0.171899
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 20920, training loss: 0.17,
0.149553
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 20921, training loss: 0.15,
0.18802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 20922, training loss: 0.19,
0.223917
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 20923, training loss: 0.22,
0.212666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20924, training loss: 0.21,
0.211444
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20925, training loss: 0.21,
0.218432
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20926, training loss: 0.22,
0.160063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20927, training loss: 0.16,
0.164667
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 20928, training loss: 0.16,
0.152313
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 20929, training loss: 0.15,
0.192485
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20930, training loss: 0.19,
0.193549
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 20931, training loss: 0.19,
0.169839
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20932, training loss: 0.17,
0.156776
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 20933, training loss: 0.16,
0.18739
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20934, training loss: 0.19,
0.185226
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 20935, training loss: 0.19,
0.255732
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20936, training loss: 0.26,
0.164773
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20937, training loss: 0.16,
0.260986
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 20938, training loss: 0.26,
0.18081
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20939, training loss: 0.18,
0.183092
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 20940, training loss: 0.18,
0.13195
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 20941, training loss: 0.13,
0.413941
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 20942, training loss: 0.41,
0.144955
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20943, training loss: 0.14,
0.157266
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 20944, training loss: 0.16,
0.222683
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20945, training loss: 0.22,
0.169
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20946, training loss: 0.17,
0.152634
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 20947, training loss: 0.15,
0.140889
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20948, training loss: 0.14,
0.230855
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 20949, training loss: 0.23,
0.155249
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20950, training loss: 0.16,
0.160812
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 20951, training loss: 0.16,
0.153402
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20952, training loss: 0.15,
0.133831
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 20953, training loss: 0.13,
0.183209
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20954, training loss: 0.18,
0.184528
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20955, training loss: 0.18,
0.166069
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20956, training loss: 0.17,
0.259234
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 20957, training loss: 0.26,
0.147907
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20958, training loss: 0.15,
0.269814
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 20959, training loss: 0.27,
0.194799
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 20960, training loss: 0.19,
0.155373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 20961, training loss: 0.16,
0.207894
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20962, training loss: 0.21,
0.369155
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20963, training loss: 0.37,
0.152965
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20964, training loss: 0.15,
0.12759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 20965, training loss: 0.13,
0.159656
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20966, training loss: 0.16,
0.156037
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20967, training loss: 0.16,
0.169337
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 20968, training loss: 0.17,
0.140326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 20969, training loss: 0.14,
0.198825
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20970, training loss: 0.20,
0.186448
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 20971, training loss: 0.19,
0.159136
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 20972, training loss: 0.16,
0.17336
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 20973, training loss: 0.17,
0.149051
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 20974, training loss: 0.15,
0.1244
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20975, training loss: 0.12,
0.149558
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20976, training loss: 0.15,
0.146404
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 20977, training loss: 0.15,
0.152712
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 20978, training loss: 0.15,
0.187323
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20979, training loss: 0.19,
0.156029
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 20980, training loss: 0.16,
0.140084
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20981, training loss: 0.14,
0.137115
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 20982, training loss: 0.14,
0.158769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 20983, training loss: 0.16,
0.161609
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 20984, training loss: 0.16,
0.168903
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 20985, training loss: 0.17,
0.142502
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 20986, training loss: 0.14,
0.301005
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 20987, training loss: 0.30,
0.135766
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 20988, training loss: 0.14,
0.156273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20989, training loss: 0.16,
0.134253
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20990, training loss: 0.13,
0.152115
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 20991, training loss: 0.15,
0.154291
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 20992, training loss: 0.15,
0.206926
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 20993, training loss: 0.21,
0.158135
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 20994, training loss: 0.16,
0.151283
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20995, training loss: 0.15,
0.183995
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20996, training loss: 0.18,
0.146273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20997, training loss: 0.15,
0.139655
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 20998, training loss: 0.14,
0.16481
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 20999, training loss: 0.16,
0.184893
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 21000, training loss: 0.18,
0.200643
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21001, training loss: 0.20,
0.142056
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 21002, training loss: 0.14,
0.13793
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 21003, training loss: 0.14,
0.322405
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21004, training loss: 0.32,
0.214657
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21005, training loss: 0.21,
0.311682
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 21006, training loss: 0.31,
0.170505
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 21007, training loss: 0.17,
0.219709
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21008, training loss: 0.22,
0.175318
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21009, training loss: 0.18,
0.283919
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 21010, training loss: 0.28,
0.206873
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21011, training loss: 0.21,
0.147185
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.0% 20 way one-shot learning accuracy
iteration 21012, training loss: 0.15,
0.134088
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 21013, training loss: 0.13,
0.154926
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 21014, training loss: 0.15,
0.215513
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21015, training loss: 0.22,
0.186046
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21016, training loss: 0.19,
0.176421
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21017, training loss: 0.18,
0.145197
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21018, training loss: 0.15,
0.175345
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 21019, training loss: 0.18,
0.162866
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 21020, training loss: 0.16,
0.342733
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 21021, training loss: 0.34,
0.30846
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21022, training loss: 0.31,
0.147844
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21023, training loss: 0.15,
0.32523
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21024, training loss: 0.33,
0.242766
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 21025, training loss: 0.24,
0.377548
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 21026, training loss: 0.38,
0.220133
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21027, training loss: 0.22,
0.1989
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21028, training loss: 0.20,
0.257084
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21029, training loss: 0.26,
0.159111
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 21030, training loss: 0.16,
0.149219
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21031, training loss: 0.15,
0.152916
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21032, training loss: 0.15,
0.151071
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21033, training loss: 0.15,
0.166874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21034, training loss: 0.17,
0.142573
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21035, training loss: 0.14,
0.339838
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21036, training loss: 0.34,
0.201195
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 21037, training loss: 0.20,
0.153779
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21038, training loss: 0.15,
0.129471
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21039, training loss: 0.13,
0.141592
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21040, training loss: 0.14,
0.145217
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21041, training loss: 0.15,
0.170178
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 21042, training loss: 0.17,
0.15325
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 21043, training loss: 0.15,
0.155934
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 21044, training loss: 0.16,
0.151134
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21045, training loss: 0.15,
0.144134
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 21046, training loss: 0.14,
0.163
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21047, training loss: 0.16,
0.165455
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 21048, training loss: 0.17,
0.143045
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 21049, training loss: 0.14,
0.158429
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21050, training loss: 0.16,
0.322799
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 21051, training loss: 0.32,
0.165265
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21052, training loss: 0.17,
0.168388
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21053, training loss: 0.17,
0.170521
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21054, training loss: 0.17,
0.133987
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 21055, training loss: 0.13,
0.195802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21056, training loss: 0.20,
0.205909
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 21057, training loss: 0.21,
0.182287
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21058, training loss: 0.18,
0.136304
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21059, training loss: 0.14,
0.316167
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 21060, training loss: 0.32,
0.139793
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 21061, training loss: 0.14,
0.153717
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21062, training loss: 0.15,
0.208045
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 21063, training loss: 0.21,
0.210198
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 21064, training loss: 0.21,
0.173182
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21065, training loss: 0.17,
0.148946
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 21066, training loss: 0.15,
0.151284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 21067, training loss: 0.15,
0.146207
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21068, training loss: 0.15,
0.159853
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21069, training loss: 0.16,
0.138779
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 21070, training loss: 0.14,
0.194294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 21071, training loss: 0.19,
0.139511
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21072, training loss: 0.14,
0.176312
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21073, training loss: 0.18,
0.211316
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21074, training loss: 0.21,
0.146629
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21075, training loss: 0.15,
0.320897
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21076, training loss: 0.32,
0.140531
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21077, training loss: 0.14,
0.148134
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21078, training loss: 0.15,
0.176149
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 21079, training loss: 0.18,
0.241023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21080, training loss: 0.24,
0.3989
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 21081, training loss: 0.40,
0.139753
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 21082, training loss: 0.14,
0.164679
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21083, training loss: 0.16,
0.385564
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21084, training loss: 0.39,
0.140248
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 21085, training loss: 0.14,
0.196853
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 21086, training loss: 0.20,
0.204005
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 21087, training loss: 0.20,
0.151873
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21088, training loss: 0.15,
0.152538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 21089, training loss: 0.15,
0.168996
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21090, training loss: 0.17,
0.203101
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 21091, training loss: 0.20,
0.188552
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 21092, training loss: 0.19,
0.193445
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21093, training loss: 0.19,
0.160327
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21094, training loss: 0.16,
0.250794
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 21095, training loss: 0.25,
0.325139
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21096, training loss: 0.33,
0.226409
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21097, training loss: 0.23,
0.142408
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 21098, training loss: 0.14,
0.156098
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21099, training loss: 0.16,
0.13612
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 21100, training loss: 0.14,
0.152081
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21101, training loss: 0.15,
0.161105
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21102, training loss: 0.16,
0.251237
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 21103, training loss: 0.25,
0.165689
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21104, training loss: 0.17,
0.135358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21105, training loss: 0.14,
0.13015
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21106, training loss: 0.13,
0.181007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21107, training loss: 0.18,
0.289029
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21108, training loss: 0.29,
0.179421
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21109, training loss: 0.18,
0.13714
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 21110, training loss: 0.14,
0.163877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 21111, training loss: 0.16,
0.130698
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 21112, training loss: 0.13,
0.176716
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21113, training loss: 0.18,
0.303355
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21114, training loss: 0.30,
0.175623
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 21115, training loss: 0.18,
0.15929
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21116, training loss: 0.16,
0.212233
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 21117, training loss: 0.21,
0.200933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21118, training loss: 0.20,
0.173064
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 21119, training loss: 0.17,
0.321974
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 21120, training loss: 0.32,
0.142788
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21121, training loss: 0.14,
0.136453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 21122, training loss: 0.14,
0.173988
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21123, training loss: 0.17,
0.370127
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21124, training loss: 0.37,
0.254719
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 21125, training loss: 0.25,
0.216259
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 21126, training loss: 0.22,
0.16978
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21127, training loss: 0.17,
0.216455
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21128, training loss: 0.22,
0.163891
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21129, training loss: 0.16,
0.17668
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 21130, training loss: 0.18,
0.136302
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21131, training loss: 0.14,
0.153759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21132, training loss: 0.15,
0.209986
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 21133, training loss: 0.21,
0.258188
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21134, training loss: 0.26,
0.269714
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 21135, training loss: 0.27,
0.215263
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21136, training loss: 0.22,
0.147519
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 21137, training loss: 0.15,
0.156766
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 21138, training loss: 0.16,
0.136775
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21139, training loss: 0.14,
0.152655
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21140, training loss: 0.15,
0.130662
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21141, training loss: 0.13,
0.148859
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21142, training loss: 0.15,
0.166925
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 21143, training loss: 0.17,
0.132282
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21144, training loss: 0.13,
0.136171
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 21145, training loss: 0.14,
0.190884
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21146, training loss: 0.19,
0.18378
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21147, training loss: 0.18,
0.140753
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21148, training loss: 0.14,
0.133353
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21149, training loss: 0.13,
0.201247
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21150, training loss: 0.20,
0.158582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 21151, training loss: 0.16,
0.198036
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21152, training loss: 0.20,
0.266586
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21153, training loss: 0.27,
0.145715
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 21154, training loss: 0.15,
0.246114
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 21155, training loss: 0.25,
0.156619
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 21156, training loss: 0.16,
0.146689
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21157, training loss: 0.15,
0.168701
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 21158, training loss: 0.17,
0.131794
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21159, training loss: 0.13,
0.138136
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21160, training loss: 0.14,
0.142765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21161, training loss: 0.14,
0.241118
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 21162, training loss: 0.24,
0.147227
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21163, training loss: 0.15,
0.214274
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 21164, training loss: 0.21,
0.264572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 21165, training loss: 0.26,
0.169564
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 21166, training loss: 0.17,
0.143919
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21167, training loss: 0.14,
0.136285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 21168, training loss: 0.14,
0.356417
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 21169, training loss: 0.36,
0.278199
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 21170, training loss: 0.28,
0.205197
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21171, training loss: 0.21,
0.125209
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21172, training loss: 0.13,
0.141636
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21173, training loss: 0.14,
0.209334
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21174, training loss: 0.21,
0.190998
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21175, training loss: 0.19,
0.153624
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21176, training loss: 0.15,
0.150131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21177, training loss: 0.15,
0.164058
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21178, training loss: 0.16,
0.188472
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 21179, training loss: 0.19,
0.139341
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 21180, training loss: 0.14,
0.194436
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21181, training loss: 0.19,
0.166892
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21182, training loss: 0.17,
0.161873
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21183, training loss: 0.16,
0.199222
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21184, training loss: 0.20,
0.190044
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21185, training loss: 0.19,
0.138062
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21186, training loss: 0.14,
0.188812
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21187, training loss: 0.19,
0.37879
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 21188, training loss: 0.38,
0.252881
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21189, training loss: 0.25,
0.25212
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21190, training loss: 0.25,
0.154707
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21191, training loss: 0.15,
0.180073
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21192, training loss: 0.18,
0.148301
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 21193, training loss: 0.15,
0.160123
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 21194, training loss: 0.16,
0.155093
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21195, training loss: 0.16,
0.158342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21196, training loss: 0.16,
0.220509
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21197, training loss: 0.22,
0.161885
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 21198, training loss: 0.16,
0.139661
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21199, training loss: 0.14,
0.215739
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 21200, training loss: 0.22,
0.125361
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21201, training loss: 0.13,
0.135086
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 21202, training loss: 0.14,
0.173075
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 21203, training loss: 0.17,
0.204891
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 21204, training loss: 0.20,
0.169496
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21205, training loss: 0.17,
0.135287
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21206, training loss: 0.14,
0.152715
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 21207, training loss: 0.15,
0.138128
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21208, training loss: 0.14,
0.157757
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21209, training loss: 0.16,
0.335915
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21210, training loss: 0.34,
0.138625
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21211, training loss: 0.14,
0.177383
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21212, training loss: 0.18,
0.33888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 21213, training loss: 0.34,
0.131821
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21214, training loss: 0.13,
0.172836
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 21215, training loss: 0.17,
0.123108
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21216, training loss: 0.12,
0.134009
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21217, training loss: 0.13,
0.15299
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21218, training loss: 0.15,
0.167964
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21219, training loss: 0.17,
0.231326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 21220, training loss: 0.23,
0.145824
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21221, training loss: 0.15,
0.219714
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21222, training loss: 0.22,
0.141697
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 21223, training loss: 0.14,
0.126306
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 21224, training loss: 0.13,
0.135844
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21225, training loss: 0.14,
0.207499
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21226, training loss: 0.21,
0.184094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21227, training loss: 0.18,
0.353438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21228, training loss: 0.35,
0.255653
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21229, training loss: 0.26,
0.157497
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21230, training loss: 0.16,
0.230063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21231, training loss: 0.23,
0.210697
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21232, training loss: 0.21,
0.181566
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 21233, training loss: 0.18,
0.149775
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21234, training loss: 0.15,
0.194332
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21235, training loss: 0.19,
0.141367
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 21236, training loss: 0.14,
0.187041
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 21237, training loss: 0.19,
0.181858
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21238, training loss: 0.18,
0.140278
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21239, training loss: 0.14,
0.143382
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 21240, training loss: 0.14,
0.130258
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 21241, training loss: 0.13,
0.137142
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21242, training loss: 0.14,
0.155537
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21243, training loss: 0.16,
0.149689
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21244, training loss: 0.15,
0.160048
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21245, training loss: 0.16,
0.174354
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21246, training loss: 0.17,
0.155666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21247, training loss: 0.16,
0.211969
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 21248, training loss: 0.21,
0.170056
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21249, training loss: 0.17,
0.230419
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.6% 20 way one-shot learning accuracy
iteration 21250, training loss: 0.23,
0.161232
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21251, training loss: 0.16,
0.149063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21252, training loss: 0.15,
0.178217
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21253, training loss: 0.18,
0.254173
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21254, training loss: 0.25,
0.149179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21255, training loss: 0.15,
0.161008
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21256, training loss: 0.16,
0.154754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21257, training loss: 0.15,
0.134887
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21258, training loss: 0.13,
0.153499
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21259, training loss: 0.15,
0.183566
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21260, training loss: 0.18,
0.140087
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21261, training loss: 0.14,
0.216692
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 21262, training loss: 0.22,
0.18769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21263, training loss: 0.19,
0.150373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21264, training loss: 0.15,
0.146438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21265, training loss: 0.15,
0.141238
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 21266, training loss: 0.14,
0.161136
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 89.6% 20 way one-shot learning accuracy
iteration 21267, training loss: 0.16,
0.179579
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21268, training loss: 0.18,
0.142432
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 88.4% 20 way one-shot learning accuracy
iteration 21269, training loss: 0.14,
0.133199
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21270, training loss: 0.13,
0.284118
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 21271, training loss: 0.28,
0.145357
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 21272, training loss: 0.15,
0.140546
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21273, training loss: 0.14,
0.277848
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21274, training loss: 0.28,
0.136472
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21275, training loss: 0.14,
0.352094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 21276, training loss: 0.35,
0.126448
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21277, training loss: 0.13,
0.212108
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21278, training loss: 0.21,
0.134944
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 21279, training loss: 0.13,
0.137453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 21280, training loss: 0.14,
0.132689
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 21281, training loss: 0.13,
0.250973
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21282, training loss: 0.25,
0.143103
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21283, training loss: 0.14,
0.148733
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21284, training loss: 0.15,
0.294193
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21285, training loss: 0.29,
0.156152
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 21286, training loss: 0.16,
0.163179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21287, training loss: 0.16,
0.147628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 21288, training loss: 0.15,
0.14101
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21289, training loss: 0.14,
0.146084
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 21290, training loss: 0.15,
0.13606
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21291, training loss: 0.14,
0.162759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21292, training loss: 0.16,
0.151943
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21293, training loss: 0.15,
0.193129
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21294, training loss: 0.19,
0.180437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21295, training loss: 0.18,
0.159202
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 21296, training loss: 0.16,
0.261221
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21297, training loss: 0.26,
0.199084
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21298, training loss: 0.20,
0.157652
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 21299, training loss: 0.16,
0.44273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21300, training loss: 0.44,
0.163462
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21301, training loss: 0.16,
0.146445
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 21302, training loss: 0.15,
0.163331
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21303, training loss: 0.16,
0.215772
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 21304, training loss: 0.22,
0.166378
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21305, training loss: 0.17,
0.148366
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 21306, training loss: 0.15,
0.140587
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21307, training loss: 0.14,
0.160371
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21308, training loss: 0.16,
0.137154
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 21309, training loss: 0.14,
0.1539
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 21310, training loss: 0.15,
0.128587
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21311, training loss: 0.13,
0.146598
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21312, training loss: 0.15,
0.281459
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 21313, training loss: 0.28,
0.19953
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21314, training loss: 0.20,
0.174214
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 21315, training loss: 0.17,
0.160817
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21316, training loss: 0.16,
0.194094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 21317, training loss: 0.19,
0.150584
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 21318, training loss: 0.15,
0.251211
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21319, training loss: 0.25,
0.165842
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21320, training loss: 0.17,
0.132801
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21321, training loss: 0.13,
0.152069
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 21322, training loss: 0.15,
0.152991
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21323, training loss: 0.15,
0.226876
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21324, training loss: 0.23,
0.149587
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21325, training loss: 0.15,
0.162146
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21326, training loss: 0.16,
0.214896
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21327, training loss: 0.21,
0.212291
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21328, training loss: 0.21,
0.160692
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 21329, training loss: 0.16,
0.311869
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 21330, training loss: 0.31,
0.23493
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 21331, training loss: 0.23,
0.139025
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 21332, training loss: 0.14,
0.172696
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21333, training loss: 0.17,
0.135682
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21334, training loss: 0.14,
0.328359
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21335, training loss: 0.33,
0.180722
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21336, training loss: 0.18,
0.171016
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 21337, training loss: 0.17,
0.196534
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 21338, training loss: 0.20,
0.182184
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21339, training loss: 0.18,
0.197105
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 21340, training loss: 0.20,
0.167312
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21341, training loss: 0.17,
0.394859
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21342, training loss: 0.39,
0.201778
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21343, training loss: 0.20,
0.155534
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21344, training loss: 0.16,
0.164842
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 21345, training loss: 0.16,
0.252087
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21346, training loss: 0.25,
0.259606
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 21347, training loss: 0.26,
0.14101
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21348, training loss: 0.14,
0.143728
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21349, training loss: 0.14,
0.148538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 21350, training loss: 0.15,
0.176164
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 21351, training loss: 0.18,
0.139036
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21352, training loss: 0.14,
0.17665
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 21353, training loss: 0.18,
0.169404
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21354, training loss: 0.17,
0.144933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21355, training loss: 0.14,
0.187522
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21356, training loss: 0.19,
0.128325
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 21357, training loss: 0.13,
0.15399
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21358, training loss: 0.15,
0.12473
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21359, training loss: 0.12,
0.186052
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21360, training loss: 0.19,
0.149298
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21361, training loss: 0.15,
0.166475
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21362, training loss: 0.17,
0.201646
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21363, training loss: 0.20,
0.128218
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 21364, training loss: 0.13,
0.143503
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21365, training loss: 0.14,
0.37201
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21366, training loss: 0.37,
0.126999
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 21367, training loss: 0.13,
0.186075
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21368, training loss: 0.19,
0.155382
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 21369, training loss: 0.16,
0.132702
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21370, training loss: 0.13,
0.173225
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 21371, training loss: 0.17,
0.138682
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 21372, training loss: 0.14,
0.185537
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 21373, training loss: 0.19,
0.196608
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21374, training loss: 0.20,
0.142335
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21375, training loss: 0.14,
0.16058
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 21376, training loss: 0.16,
0.173593
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21377, training loss: 0.17,
0.239047
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.2% 20 way one-shot learning accuracy
iteration 21378, training loss: 0.24,
0.189474
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21379, training loss: 0.19,
0.142773
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21380, training loss: 0.14,
0.132219
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 21381, training loss: 0.13,
0.138767
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 21382, training loss: 0.14,
0.220938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 21383, training loss: 0.22,
0.140769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21384, training loss: 0.14,
0.182322
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 21385, training loss: 0.18,
0.159774
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21386, training loss: 0.16,
0.178684
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21387, training loss: 0.18,
0.197422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21388, training loss: 0.20,
0.137809
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 21389, training loss: 0.14,
0.161554
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21390, training loss: 0.16,
0.158981
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21391, training loss: 0.16,
0.198685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21392, training loss: 0.20,
0.162309
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21393, training loss: 0.16,
0.138064
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21394, training loss: 0.14,
0.138681
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 21395, training loss: 0.14,
0.149495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21396, training loss: 0.15,
0.226929
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21397, training loss: 0.23,
0.276263
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21398, training loss: 0.28,
0.165291
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 21399, training loss: 0.17,
0.16419
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21400, training loss: 0.16,
0.167317
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21401, training loss: 0.17,
0.172415
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21402, training loss: 0.17,
0.127414
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21403, training loss: 0.13,
0.159824
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 21404, training loss: 0.16,
0.194227
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 21405, training loss: 0.19,
0.181092
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21406, training loss: 0.18,
0.141372
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 21407, training loss: 0.14,
0.181973
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21408, training loss: 0.18,
0.143956
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21409, training loss: 0.14,
0.167867
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21410, training loss: 0.17,
0.150533
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21411, training loss: 0.15,
0.153137
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21412, training loss: 0.15,
0.142988
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 21413, training loss: 0.14,
0.223902
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21414, training loss: 0.22,
0.334766
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 21415, training loss: 0.33,
0.169933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21416, training loss: 0.17,
0.177538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21417, training loss: 0.18,
0.269842
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 21418, training loss: 0.27,
0.181584
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21419, training loss: 0.18,
0.14466
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21420, training loss: 0.14,
0.169517
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21421, training loss: 0.17,
0.208027
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 21422, training loss: 0.21,
0.1974
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 21423, training loss: 0.20,
0.133398
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21424, training loss: 0.13,
0.164035
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21425, training loss: 0.16,
0.218544
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21426, training loss: 0.22,
0.187252
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21427, training loss: 0.19,
0.16456
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21428, training loss: 0.16,
0.290706
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21429, training loss: 0.29,
0.150569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21430, training loss: 0.15,
0.19256
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21431, training loss: 0.19,
0.175165
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21432, training loss: 0.18,
0.214948
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 21433, training loss: 0.21,
0.144286
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21434, training loss: 0.14,
0.184271
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21435, training loss: 0.18,
0.155605
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21436, training loss: 0.16,
0.130898
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21437, training loss: 0.13,
0.147346
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21438, training loss: 0.15,
0.157059
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 21439, training loss: 0.16,
0.37177
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 21440, training loss: 0.37,
0.249932
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 21441, training loss: 0.25,
0.198274
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 21442, training loss: 0.20,
0.161572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21443, training loss: 0.16,
0.27807
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21444, training loss: 0.28,
0.185307
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21445, training loss: 0.19,
0.148285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 21446, training loss: 0.15,
0.133682
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21447, training loss: 0.13,
0.19294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21448, training loss: 0.19,
0.210529
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21449, training loss: 0.21,
0.256933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 21450, training loss: 0.26,
0.200486
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 21451, training loss: 0.20,
0.161746
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21452, training loss: 0.16,
0.167074
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 21453, training loss: 0.17,
0.13895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21454, training loss: 0.14,
0.175383
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 21455, training loss: 0.18,
0.182204
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 21456, training loss: 0.18,
0.147855
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21457, training loss: 0.15,
0.146434
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21458, training loss: 0.15,
0.16281
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21459, training loss: 0.16,
0.148783
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 21460, training loss: 0.15,
0.16585
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 21461, training loss: 0.17,
0.167497
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 21462, training loss: 0.17,
0.14164
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 21463, training loss: 0.14,
0.165926
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 21464, training loss: 0.17,
0.13872
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21465, training loss: 0.14,
0.158819
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21466, training loss: 0.16,
0.130724
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21467, training loss: 0.13,
0.156314
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 21468, training loss: 0.16,
0.157734
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21469, training loss: 0.16,
0.170471
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21470, training loss: 0.17,
0.177719
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 21471, training loss: 0.18,
0.140669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21472, training loss: 0.14,
0.181345
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21473, training loss: 0.18,
0.178252
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 21474, training loss: 0.18,
0.150664
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 21475, training loss: 0.15,
0.200793
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21476, training loss: 0.20,
0.197297
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21477, training loss: 0.20,
0.141803
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 21478, training loss: 0.14,
0.135008
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21479, training loss: 0.14,
0.160481
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21480, training loss: 0.16,
0.153233
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 21481, training loss: 0.15,
0.213549
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21482, training loss: 0.21,
0.185094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21483, training loss: 0.19,
0.141199
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21484, training loss: 0.14,
0.187025
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21485, training loss: 0.19,
0.229049
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 21486, training loss: 0.23,
0.145083
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21487, training loss: 0.15,
0.150407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 21488, training loss: 0.15,
0.161542
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 21489, training loss: 0.16,
0.14726
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21490, training loss: 0.15,
0.130786
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 21491, training loss: 0.13,
0.14121
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 21492, training loss: 0.14,
0.166484
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21493, training loss: 0.17,
0.142041
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21494, training loss: 0.14,
0.150182
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21495, training loss: 0.15,
0.19907
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 21496, training loss: 0.20,
0.139563
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 21497, training loss: 0.14,
0.179375
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 21498, training loss: 0.18,
0.153959
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 21499, training loss: 0.15,
0.161804
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21500, training loss: 0.16,
0.135269
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21501, training loss: 0.14,
0.200853
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 21502, training loss: 0.20,
0.133898
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 21503, training loss: 0.13,
0.182914
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 21504, training loss: 0.18,
0.219749
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21505, training loss: 0.22,
0.180975
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 21506, training loss: 0.18,
0.154855
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21507, training loss: 0.15,
0.127938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21508, training loss: 0.13,
0.145195
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21509, training loss: 0.15,
0.134697
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21510, training loss: 0.13,
0.15963
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21511, training loss: 0.16,
0.194934
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 21512, training loss: 0.19,
0.151297
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 21513, training loss: 0.15,
0.137888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21514, training loss: 0.14,
0.175271
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 21515, training loss: 0.18,
0.25342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21516, training loss: 0.25,
0.182304
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21517, training loss: 0.18,
0.240325
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21518, training loss: 0.24,
0.152331
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 21519, training loss: 0.15,
0.145664
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21520, training loss: 0.15,
0.204714
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21521, training loss: 0.20,
0.155039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 21522, training loss: 0.16,
0.162775
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21523, training loss: 0.16,
0.178973
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21524, training loss: 0.18,
0.14883
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21525, training loss: 0.15,
0.124956
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 21526, training loss: 0.12,
0.246643
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21527, training loss: 0.25,
0.279609
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 21528, training loss: 0.28,
0.158645
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21529, training loss: 0.16,
0.13454
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 21530, training loss: 0.13,
0.159105
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 21531, training loss: 0.16,
0.209006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21532, training loss: 0.21,
0.140393
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 21533, training loss: 0.14,
0.134707
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 21534, training loss: 0.13,
0.152535
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21535, training loss: 0.15,
0.137611
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21536, training loss: 0.14,
0.182472
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21537, training loss: 0.18,
0.374857
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 21538, training loss: 0.37,
0.329603
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 21539, training loss: 0.33,
0.154345
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21540, training loss: 0.15,
0.138243
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 21541, training loss: 0.14,
0.152921
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21542, training loss: 0.15,
0.146751
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21543, training loss: 0.15,
0.152634
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21544, training loss: 0.15,
0.135407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21545, training loss: 0.14,
0.187015
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 21546, training loss: 0.19,
0.144487
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21547, training loss: 0.14,
0.16408
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21548, training loss: 0.16,
0.274995
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 21549, training loss: 0.27,
0.265065
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21550, training loss: 0.27,
0.169976
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 21551, training loss: 0.17,
0.235463
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21552, training loss: 0.24,
0.137705
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 21553, training loss: 0.14,
0.207184
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21554, training loss: 0.21,
0.15853
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21555, training loss: 0.16,
0.200307
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 21556, training loss: 0.20,
0.161132
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21557, training loss: 0.16,
0.158563
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21558, training loss: 0.16,
0.147245
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 21559, training loss: 0.15,
0.149588
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 21560, training loss: 0.15,
0.150378
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21561, training loss: 0.15,
0.149866
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21562, training loss: 0.15,
0.135416
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21563, training loss: 0.14,
0.141943
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 21564, training loss: 0.14,
0.233707
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21565, training loss: 0.23,
0.165941
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 21566, training loss: 0.17,
0.139959
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21567, training loss: 0.14,
0.171734
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21568, training loss: 0.17,
0.139447
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21569, training loss: 0.14,
0.144216
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21570, training loss: 0.14,
0.158669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21571, training loss: 0.16,
0.155615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 21572, training loss: 0.16,
0.147062
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21573, training loss: 0.15,
0.282067
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 21574, training loss: 0.28,
0.134341
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 21575, training loss: 0.13,
0.15099
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 21576, training loss: 0.15,
0.14035
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 21577, training loss: 0.14,
0.157752
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21578, training loss: 0.16,
0.177801
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21579, training loss: 0.18,
0.382906
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21580, training loss: 0.38,
0.143502
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21581, training loss: 0.14,
0.210787
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 21582, training loss: 0.21,
0.163906
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21583, training loss: 0.16,
0.183613
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21584, training loss: 0.18,
0.178042
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21585, training loss: 0.18,
0.124795
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 21586, training loss: 0.12,
0.353572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21587, training loss: 0.35,
0.154433
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21588, training loss: 0.15,
0.177419
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21589, training loss: 0.18,
0.143126
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 88.4% 20 way one-shot learning accuracy
iteration 21590, training loss: 0.14,
0.202796
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21591, training loss: 0.20,
0.182619
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21592, training loss: 0.18,
0.216694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21593, training loss: 0.22,
0.14768
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 21594, training loss: 0.15,
0.12291
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21595, training loss: 0.12,
0.165245
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21596, training loss: 0.17,
0.176727
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 21597, training loss: 0.18,
0.221331
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21598, training loss: 0.22,
0.149751
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 21599, training loss: 0.15,
0.130136
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21600, training loss: 0.13,
0.124334
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21601, training loss: 0.12,
0.14717
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21602, training loss: 0.15,
0.154786
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 21603, training loss: 0.15,
0.137352
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21604, training loss: 0.14,
0.145264
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21605, training loss: 0.15,
0.159574
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 21606, training loss: 0.16,
0.137232
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21607, training loss: 0.14,
0.179465
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21608, training loss: 0.18,
0.157026
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21609, training loss: 0.16,
0.163188
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 21610, training loss: 0.16,
0.139595
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 21611, training loss: 0.14,
0.166497
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21612, training loss: 0.17,
0.156947
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21613, training loss: 0.16,
0.130408
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21614, training loss: 0.13,
0.163615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 21615, training loss: 0.16,
0.271198
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21616, training loss: 0.27,
0.177553
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21617, training loss: 0.18,
0.151494
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21618, training loss: 0.15,
0.143696
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21619, training loss: 0.14,
0.170277
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21620, training loss: 0.17,
0.15014
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 21621, training loss: 0.15,
0.132274
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21622, training loss: 0.13,
0.229275
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 21623, training loss: 0.23,
0.146538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21624, training loss: 0.15,
0.132534
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21625, training loss: 0.13,
0.143455
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21626, training loss: 0.14,
0.163503
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 88.0% 20 way one-shot learning accuracy
iteration 21627, training loss: 0.16,
0.160026
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21628, training loss: 0.16,
0.260492
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21629, training loss: 0.26,
0.175173
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21630, training loss: 0.18,
0.259336
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21631, training loss: 0.26,
0.208711
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 21632, training loss: 0.21,
0.157961
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 21633, training loss: 0.16,
0.143496
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21634, training loss: 0.14,
0.143153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21635, training loss: 0.14,
0.132551
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 21636, training loss: 0.13,
0.23762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21637, training loss: 0.24,
0.161213
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21638, training loss: 0.16,
0.270337
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21639, training loss: 0.27,
0.164339
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21640, training loss: 0.16,
0.173908
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 21641, training loss: 0.17,
0.160158
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 21642, training loss: 0.16,
0.149594
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21643, training loss: 0.15,
0.167497
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 21644, training loss: 0.17,
0.171092
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21645, training loss: 0.17,
0.134396
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 21646, training loss: 0.13,
0.141694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21647, training loss: 0.14,
0.29932
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21648, training loss: 0.30,
0.183617
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21649, training loss: 0.18,
0.193131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 21650, training loss: 0.19,
0.157375
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 21651, training loss: 0.16,
0.158603
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21652, training loss: 0.16,
0.178314
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 21653, training loss: 0.18,
0.182686
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 21654, training loss: 0.18,
0.176355
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21655, training loss: 0.18,
0.132737
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21656, training loss: 0.13,
0.164108
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21657, training loss: 0.16,
0.176321
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21658, training loss: 0.18,
0.150447
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21659, training loss: 0.15,
0.360326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21660, training loss: 0.36,
0.137331
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 21661, training loss: 0.14,
0.131531
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21662, training loss: 0.13,
0.162036
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21663, training loss: 0.16,
0.24955
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21664, training loss: 0.25,
0.223745
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 21665, training loss: 0.22,
0.153947
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21666, training loss: 0.15,
0.226415
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 21667, training loss: 0.23,
0.154753
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21668, training loss: 0.15,
0.151182
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21669, training loss: 0.15,
0.193373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21670, training loss: 0.19,
0.152842
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21671, training loss: 0.15,
0.159289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21672, training loss: 0.16,
0.175987
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21673, training loss: 0.18,
0.130246
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21674, training loss: 0.13,
0.154079
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21675, training loss: 0.15,
0.163387
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21676, training loss: 0.16,
0.135765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21677, training loss: 0.14,
0.158667
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21678, training loss: 0.16,
0.141877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21679, training loss: 0.14,
0.263967
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21680, training loss: 0.26,
0.13532
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 21681, training loss: 0.14,
0.138639
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 21682, training loss: 0.14,
0.129223
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21683, training loss: 0.13,
0.165096
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 21684, training loss: 0.17,
0.15062
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 21685, training loss: 0.15,
0.172882
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21686, training loss: 0.17,
0.131231
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 21687, training loss: 0.13,
0.225249
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21688, training loss: 0.23,
0.138475
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 21689, training loss: 0.14,
0.167605
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21690, training loss: 0.17,
0.264347
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21691, training loss: 0.26,
0.131708
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 21692, training loss: 0.13,
0.204017
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 21693, training loss: 0.20,
0.136282
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 21694, training loss: 0.14,
0.143531
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21695, training loss: 0.14,
0.133133
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21696, training loss: 0.13,
0.131476
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 21697, training loss: 0.13,
0.216369
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 21698, training loss: 0.22,
0.182654
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21699, training loss: 0.18,
0.141979
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 21700, training loss: 0.14,
0.168729
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21701, training loss: 0.17,
0.149216
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21702, training loss: 0.15,
0.185523
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21703, training loss: 0.19,
0.128548
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21704, training loss: 0.13,
0.191149
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 21705, training loss: 0.19,
0.141384
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21706, training loss: 0.14,
0.158081
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 21707, training loss: 0.16,
0.167006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 21708, training loss: 0.17,
0.163779
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21709, training loss: 0.16,
0.175313
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21710, training loss: 0.18,
0.163781
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21711, training loss: 0.16,
0.163183
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21712, training loss: 0.16,
0.155039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21713, training loss: 0.16,
0.198649
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21714, training loss: 0.20,
0.143739
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21715, training loss: 0.14,
0.160029
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 21716, training loss: 0.16,
0.154086
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21717, training loss: 0.15,
0.208755
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 21718, training loss: 0.21,
0.151993
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21719, training loss: 0.15,
0.137289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21720, training loss: 0.14,
0.29452
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21721, training loss: 0.29,
0.167384
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 21722, training loss: 0.17,
0.185351
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21723, training loss: 0.19,
0.15119
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21724, training loss: 0.15,
0.240842
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 21725, training loss: 0.24,
0.198205
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21726, training loss: 0.20,
0.239292
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 21727, training loss: 0.24,
0.16794
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21728, training loss: 0.17,
0.181125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 21729, training loss: 0.18,
0.175643
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 21730, training loss: 0.18,
0.229933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 88.4% 20 way one-shot learning accuracy
iteration 21731, training loss: 0.23,
0.175154
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21732, training loss: 0.18,
0.160997
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21733, training loss: 0.16,
0.173669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21734, training loss: 0.17,
0.174016
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21735, training loss: 0.17,
0.194311
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21736, training loss: 0.19,
0.17092
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21737, training loss: 0.17,
0.170509
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21738, training loss: 0.17,
0.165667
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 21739, training loss: 0.17,
0.15883
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21740, training loss: 0.16,
0.145207
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21741, training loss: 0.15,
0.145676
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21742, training loss: 0.15,
0.147356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21743, training loss: 0.15,
0.206363
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21744, training loss: 0.21,
0.186327
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21745, training loss: 0.19,
0.16842
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 21746, training loss: 0.17,
0.145524
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 21747, training loss: 0.15,
0.211371
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21748, training loss: 0.21,
0.156658
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21749, training loss: 0.16,
0.189518
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21750, training loss: 0.19,
0.153937
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21751, training loss: 0.15,
0.313387
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 21752, training loss: 0.31,
0.238121
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21753, training loss: 0.24,
0.152408
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 21754, training loss: 0.15,
0.172895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21755, training loss: 0.17,
0.218221
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 21756, training loss: 0.22,
0.125924
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 21757, training loss: 0.13,
0.185046
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21758, training loss: 0.19,
0.182807
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 21759, training loss: 0.18,
0.302611
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 21760, training loss: 0.30,
0.358146
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21761, training loss: 0.36,
0.16627
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 21762, training loss: 0.17,
0.165527
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21763, training loss: 0.17,
0.144033
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 21764, training loss: 0.14,
0.1394
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21765, training loss: 0.14,
0.207938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 21766, training loss: 0.21,
0.200505
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21767, training loss: 0.20,
0.186569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21768, training loss: 0.19,
0.170469
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 21769, training loss: 0.17,
0.151774
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 21770, training loss: 0.15,
0.2042
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21771, training loss: 0.20,
0.159531
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21772, training loss: 0.16,
0.13621
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21773, training loss: 0.14,
0.168091
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 21774, training loss: 0.17,
0.156144
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21775, training loss: 0.16,
0.235782
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21776, training loss: 0.24,
0.145943
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21777, training loss: 0.15,
0.165677
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 21778, training loss: 0.17,
0.15405
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21779, training loss: 0.15,
0.319908
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21780, training loss: 0.32,
0.160883
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 21781, training loss: 0.16,
0.170168
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 21782, training loss: 0.17,
0.256889
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21783, training loss: 0.26,
0.180028
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 21784, training loss: 0.18,
0.151491
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 21785, training loss: 0.15,
0.146748
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 21786, training loss: 0.15,
0.14555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 21787, training loss: 0.15,
0.171885
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21788, training loss: 0.17,
0.159961
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21789, training loss: 0.16,
0.153386
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21790, training loss: 0.15,
0.160619
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 21791, training loss: 0.16,
0.193857
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21792, training loss: 0.19,
0.150762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21793, training loss: 0.15,
0.185298
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 21794, training loss: 0.19,
0.172332
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21795, training loss: 0.17,
0.130633
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21796, training loss: 0.13,
0.169527
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 21797, training loss: 0.17,
0.138417
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 21798, training loss: 0.14,
0.145572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 21799, training loss: 0.15,
0.144702
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21800, training loss: 0.14,
0.187178
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 21801, training loss: 0.19,
0.19074
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21802, training loss: 0.19,
0.146343
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21803, training loss: 0.15,
0.165558
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21804, training loss: 0.17,
0.19137
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21805, training loss: 0.19,
0.197228
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21806, training loss: 0.20,
0.195636
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21807, training loss: 0.20,
0.146561
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 21808, training loss: 0.15,
0.132092
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21809, training loss: 0.13,
0.148793
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21810, training loss: 0.15,
0.166334
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21811, training loss: 0.17,
0.169638
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21812, training loss: 0.17,
0.127201
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 21813, training loss: 0.13,
0.172361
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21814, training loss: 0.17,
0.14303
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21815, training loss: 0.14,
0.152749
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 21816, training loss: 0.15,
0.167227
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21817, training loss: 0.17,
0.180439
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21818, training loss: 0.18,
0.176396
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 21819, training loss: 0.18,
0.168236
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 21820, training loss: 0.17,
0.149941
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21821, training loss: 0.15,
0.15543
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21822, training loss: 0.16,
0.223739
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 21823, training loss: 0.22,
0.156524
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21824, training loss: 0.16,
0.15575
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21825, training loss: 0.16,
0.148734
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 21826, training loss: 0.15,
0.166743
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21827, training loss: 0.17,
0.193652
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 21828, training loss: 0.19,
0.152418
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21829, training loss: 0.15,
0.177804
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 21830, training loss: 0.18,
0.211438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21831, training loss: 0.21,
0.20729
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21832, training loss: 0.21,
0.198135
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21833, training loss: 0.20,
0.22693
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 21834, training loss: 0.23,
0.150289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 21835, training loss: 0.15,
0.147875
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21836, training loss: 0.15,
0.131486
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21837, training loss: 0.13,
0.233302
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 21838, training loss: 0.23,
0.162744
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21839, training loss: 0.16,
0.128871
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 21840, training loss: 0.13,
0.163098
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21841, training loss: 0.16,
0.146227
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 21842, training loss: 0.15,
0.185403
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21843, training loss: 0.19,
0.149566
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21844, training loss: 0.15,
0.140934
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 21845, training loss: 0.14,
0.180358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 21846, training loss: 0.18,
0.140906
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21847, training loss: 0.14,
0.220894
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21848, training loss: 0.22,
0.142975
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 21849, training loss: 0.14,
0.147594
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21850, training loss: 0.15,
0.156403
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21851, training loss: 0.16,
0.2616
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 21852, training loss: 0.26,
0.155018
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21853, training loss: 0.16,
0.138085
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21854, training loss: 0.14,
0.124321
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21855, training loss: 0.12,
0.198494
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21856, training loss: 0.20,
0.12424
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 21857, training loss: 0.12,
0.14379
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 21858, training loss: 0.14,
0.218306
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21859, training loss: 0.22,
0.163702
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21860, training loss: 0.16,
0.140802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21861, training loss: 0.14,
0.141208
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21862, training loss: 0.14,
0.341007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21863, training loss: 0.34,
0.139659
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21864, training loss: 0.14,
0.15003
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 21865, training loss: 0.15,
0.318725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 21866, training loss: 0.32,
0.156065
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 21867, training loss: 0.16,
0.156444
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21868, training loss: 0.16,
0.210044
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21869, training loss: 0.21,
0.173098
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 21870, training loss: 0.17,
0.152805
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 21871, training loss: 0.15,
0.15757
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 21872, training loss: 0.16,
0.146766
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 21873, training loss: 0.15,
0.167085
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21874, training loss: 0.17,
0.138887
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21875, training loss: 0.14,
0.234018
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21876, training loss: 0.23,
0.138272
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21877, training loss: 0.14,
0.200618
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21878, training loss: 0.20,
0.211867
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21879, training loss: 0.21,
0.308843
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21880, training loss: 0.31,
0.139351
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21881, training loss: 0.14,
0.320946
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21882, training loss: 0.32,
0.136486
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21883, training loss: 0.14,
0.221963
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 21884, training loss: 0.22,
0.149356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 21885, training loss: 0.15,
0.197758
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 88.0% 20 way one-shot learning accuracy
iteration 21886, training loss: 0.20,
0.178865
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 21887, training loss: 0.18,
0.132859
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21888, training loss: 0.13,
0.162703
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21889, training loss: 0.16,
0.154603
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 21890, training loss: 0.15,
0.248508
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 21891, training loss: 0.25,
0.203998
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21892, training loss: 0.20,
0.184966
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 21893, training loss: 0.18,
0.291455
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21894, training loss: 0.29,
0.202844
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21895, training loss: 0.20,
0.167938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21896, training loss: 0.17,
0.216798
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 21897, training loss: 0.22,
0.138561
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21898, training loss: 0.14,
0.220642
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21899, training loss: 0.22,
0.158676
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21900, training loss: 0.16,
0.122668
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 21901, training loss: 0.12,
0.209252
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 21902, training loss: 0.21,
0.239233
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 21903, training loss: 0.24,
0.143076
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21904, training loss: 0.14,
0.168585
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21905, training loss: 0.17,
0.185674
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21906, training loss: 0.19,
0.137086
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 21907, training loss: 0.14,
0.150208
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 21908, training loss: 0.15,
0.159947
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21909, training loss: 0.16,
0.145659
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 21910, training loss: 0.15,
0.142185
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21911, training loss: 0.14,
0.147441
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 21912, training loss: 0.15,
0.159559
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 21913, training loss: 0.16,
0.188153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21914, training loss: 0.19,
0.12735
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 21915, training loss: 0.13,
0.219772
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21916, training loss: 0.22,
0.127745
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 21917, training loss: 0.13,
0.199824
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 21918, training loss: 0.20,
0.138099
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21919, training loss: 0.14,
0.203321
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 21920, training loss: 0.20,
0.131055
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21921, training loss: 0.13,
0.144792
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 21922, training loss: 0.14,
0.162617
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21923, training loss: 0.16,
0.143146
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 21924, training loss: 0.14,
0.128252
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21925, training loss: 0.13,
0.250226
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 21926, training loss: 0.25,
0.221917
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21927, training loss: 0.22,
0.1792
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21928, training loss: 0.18,
0.154274
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 21929, training loss: 0.15,
0.14439
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 21930, training loss: 0.14,
0.136235
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21931, training loss: 0.14,
0.168724
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 21932, training loss: 0.17,
0.145139
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21933, training loss: 0.15,
0.170939
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21934, training loss: 0.17,
0.129347
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21935, training loss: 0.13,
0.147615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21936, training loss: 0.15,
0.151144
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21937, training loss: 0.15,
0.19506
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21938, training loss: 0.20,
0.126181
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 21939, training loss: 0.13,
0.19872
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21940, training loss: 0.20,
0.255693
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21941, training loss: 0.26,
0.168271
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21942, training loss: 0.17,
0.266685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 21943, training loss: 0.27,
0.175446
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 21944, training loss: 0.18,
0.289753
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 21945, training loss: 0.29,
0.23992
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21946, training loss: 0.24,
0.137337
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21947, training loss: 0.14,
0.19845
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 21948, training loss: 0.20,
0.165472
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 21949, training loss: 0.17,
0.182282
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 21950, training loss: 0.18,
0.210919
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21951, training loss: 0.21,
0.145872
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21952, training loss: 0.15,
0.155298
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 21953, training loss: 0.16,
0.181891
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21954, training loss: 0.18,
0.135287
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21955, training loss: 0.14,
0.239506
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21956, training loss: 0.24,
0.221129
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 21957, training loss: 0.22,
0.123725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 21958, training loss: 0.12,
0.197095
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 21959, training loss: 0.20,
0.247656
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21960, training loss: 0.25,
0.160244
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21961, training loss: 0.16,
0.17713
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21962, training loss: 0.18,
0.159983
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21963, training loss: 0.16,
0.152631
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21964, training loss: 0.15,
0.185314
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 21965, training loss: 0.19,
0.156863
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 21966, training loss: 0.16,
0.148101
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21967, training loss: 0.15,
0.134279
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21968, training loss: 0.13,
0.219768
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 21969, training loss: 0.22,
0.13734
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21970, training loss: 0.14,
0.236337
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21971, training loss: 0.24,
0.130508
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 21972, training loss: 0.13,
0.30792
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 21973, training loss: 0.31,
0.132966
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21974, training loss: 0.13,
0.130909
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21975, training loss: 0.13,
0.134866
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 21976, training loss: 0.13,
0.162643
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21977, training loss: 0.16,
0.349197
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 21978, training loss: 0.35,
0.141323
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21979, training loss: 0.14,
0.14866
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21980, training loss: 0.15,
0.203045
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 21981, training loss: 0.20,
0.147028
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 21982, training loss: 0.15,
0.161915
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 21983, training loss: 0.16,
0.182751
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 21984, training loss: 0.18,
0.15351
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 21985, training loss: 0.15,
0.168035
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 21986, training loss: 0.17,
0.158538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21987, training loss: 0.16,
0.227849
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 21988, training loss: 0.23,
0.146355
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 21989, training loss: 0.15,
0.140347
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 21990, training loss: 0.14,
0.132032
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 21991, training loss: 0.13,
0.15699
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21992, training loss: 0.16,
0.285081
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 21993, training loss: 0.29,
0.23484
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 21994, training loss: 0.23,
0.133103
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 21995, training loss: 0.13,
0.274682
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 21996, training loss: 0.27,
0.144119
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 21997, training loss: 0.14,
0.156715
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 21998, training loss: 0.16,
0.160474
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 21999, training loss: 0.16,
0.1627
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22000, training loss: 0.16,
0.126997
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 22001, training loss: 0.13,
0.144013
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22002, training loss: 0.14,
0.248952
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 22003, training loss: 0.25,
0.13047
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22004, training loss: 0.13,
0.145285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 22005, training loss: 0.15,
0.212631
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22006, training loss: 0.21,
0.141284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 22007, training loss: 0.14,
0.15803
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22008, training loss: 0.16,
0.272388
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22009, training loss: 0.27,
0.156259
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22010, training loss: 0.16,
0.239636
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22011, training loss: 0.24,
0.143424
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 22012, training loss: 0.14,
0.270284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22013, training loss: 0.27,
0.159916
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 88.8% 20 way one-shot learning accuracy
iteration 22014, training loss: 0.16,
0.1579
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 22015, training loss: 0.16,
0.156263
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 22016, training loss: 0.16,
0.238297
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22017, training loss: 0.24,
0.175091
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22018, training loss: 0.18,
0.161093
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22019, training loss: 0.16,
0.381991
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 22020, training loss: 0.38,
0.135404
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 22021, training loss: 0.14,
0.18383
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22022, training loss: 0.18,
0.164352
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22023, training loss: 0.16,
0.146411
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 22024, training loss: 0.15,
0.145736
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22025, training loss: 0.15,
0.200732
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22026, training loss: 0.20,
0.1469
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22027, training loss: 0.15,
0.152512
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 22028, training loss: 0.15,
0.205717
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22029, training loss: 0.21,
0.227228
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 22030, training loss: 0.23,
0.127667
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 22031, training loss: 0.13,
0.182157
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22032, training loss: 0.18,
0.156727
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 22033, training loss: 0.16,
0.164117
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22034, training loss: 0.16,
0.14498
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 22035, training loss: 0.14,
0.163088
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 22036, training loss: 0.16,
0.149667
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 22037, training loss: 0.15,
0.1466
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 22038, training loss: 0.15,
0.138481
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 22039, training loss: 0.14,
0.172866
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22040, training loss: 0.17,
0.140914
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22041, training loss: 0.14,
0.14778
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 22042, training loss: 0.15,
0.300649
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 22043, training loss: 0.30,
0.135152
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 22044, training loss: 0.14,
0.140855
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 22045, training loss: 0.14,
0.225804
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22046, training loss: 0.23,
0.173237
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22047, training loss: 0.17,
0.148209
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22048, training loss: 0.15,
0.175533
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22049, training loss: 0.18,
0.304175
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22050, training loss: 0.30,
0.142696
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 22051, training loss: 0.14,
0.181223
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22052, training loss: 0.18,
0.224545
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 22053, training loss: 0.22,
0.185373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 22054, training loss: 0.19,
0.237938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22055, training loss: 0.24,
0.146286
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22056, training loss: 0.15,
0.172188
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 22057, training loss: 0.17,
0.215401
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 22058, training loss: 0.22,
0.135184
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22059, training loss: 0.14,
0.147024
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 22060, training loss: 0.15,
0.154854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22061, training loss: 0.15,
0.255311
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22062, training loss: 0.26,
0.152285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 22063, training loss: 0.15,
0.202019
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22064, training loss: 0.20,
0.152855
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22065, training loss: 0.15,
0.156385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22066, training loss: 0.16,
0.146046
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 22067, training loss: 0.15,
0.149104
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 22068, training loss: 0.15,
0.134436
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 22069, training loss: 0.13,
0.122361
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22070, training loss: 0.12,
0.189012
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22071, training loss: 0.19,
0.12971
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 22072, training loss: 0.13,
0.380846
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 22073, training loss: 0.38,
0.225142
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 22074, training loss: 0.23,
0.167842
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 22075, training loss: 0.17,
0.168032
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 22076, training loss: 0.17,
0.162058
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 22077, training loss: 0.16,
0.14014
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 22078, training loss: 0.14,
0.310621
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 22079, training loss: 0.31,
0.213056
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22080, training loss: 0.21,
0.162851
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22081, training loss: 0.16,
0.151428
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 22082, training loss: 0.15,
0.258765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 22083, training loss: 0.26,
0.171508
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22084, training loss: 0.17,
0.142539
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 22085, training loss: 0.14,
0.203352
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22086, training loss: 0.20,
0.23734
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 22087, training loss: 0.24,
0.22591
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22088, training loss: 0.23,
0.13276
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22089, training loss: 0.13,
0.292465
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22090, training loss: 0.29,
0.14199
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 22091, training loss: 0.14,
0.150281
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 22092, training loss: 0.15,
0.172675
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22093, training loss: 0.17,
0.137064
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22094, training loss: 0.14,
0.158879
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 22095, training loss: 0.16,
0.208348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 22096, training loss: 0.21,
0.130868
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22097, training loss: 0.13,
0.15245
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 22098, training loss: 0.15,
0.154671
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 22099, training loss: 0.15,
0.405197
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22100, training loss: 0.41,
0.135677
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22101, training loss: 0.14,
0.167575
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 22102, training loss: 0.17,
0.210363
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22103, training loss: 0.21,
0.126586
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22104, training loss: 0.13,
0.133035
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22105, training loss: 0.13,
0.152291
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 22106, training loss: 0.15,
0.161491
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 22107, training loss: 0.16,
0.294784
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22108, training loss: 0.29,
0.19424
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 22109, training loss: 0.19,
0.201543
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22110, training loss: 0.20,
0.160519
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22111, training loss: 0.16,
0.154433
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22112, training loss: 0.15,
0.135929
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 22113, training loss: 0.14,
0.165386
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 22114, training loss: 0.17,
0.24274
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 22115, training loss: 0.24,
0.147463
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 22116, training loss: 0.15,
0.159613
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22117, training loss: 0.16,
0.21172
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22118, training loss: 0.21,
0.159018
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 22119, training loss: 0.16,
0.446322
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22120, training loss: 0.45,
0.195767
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 22121, training loss: 0.20,
0.16943
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 22122, training loss: 0.17,
0.147337
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22123, training loss: 0.15,
0.229553
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22124, training loss: 0.23,
0.131037
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22125, training loss: 0.13,
0.223533
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 22126, training loss: 0.22,
0.18479
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 22127, training loss: 0.18,
0.13409
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22128, training loss: 0.13,
0.169676
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 22129, training loss: 0.17,
0.132237
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 22130, training loss: 0.13,
0.148199
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 22131, training loss: 0.15,
0.185005
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22132, training loss: 0.19,
0.144248
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 22133, training loss: 0.14,
0.320807
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22134, training loss: 0.32,
0.147513
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 22135, training loss: 0.15,
0.269717
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22136, training loss: 0.27,
0.317331
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 22137, training loss: 0.32,
0.260192
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22138, training loss: 0.26,
0.177056
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22139, training loss: 0.18,
0.163321
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22140, training loss: 0.16,
0.136161
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 22141, training loss: 0.14,
0.176616
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 22142, training loss: 0.18,
0.155291
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 22143, training loss: 0.16,
0.121703
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 22144, training loss: 0.12,
0.173262
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 22145, training loss: 0.17,
0.146259
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 22146, training loss: 0.15,
0.161349
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 22147, training loss: 0.16,
0.164806
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22148, training loss: 0.16,
0.242519
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22149, training loss: 0.24,
0.236856
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 22150, training loss: 0.24,
0.144125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22151, training loss: 0.14,
0.171031
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22152, training loss: 0.17,
0.137254
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22153, training loss: 0.14,
0.164833
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22154, training loss: 0.16,
0.18043
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 22155, training loss: 0.18,
0.145217
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 22156, training loss: 0.15,
0.14389
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22157, training loss: 0.14,
0.17224
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 22158, training loss: 0.17,
0.262177
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 22159, training loss: 0.26,
0.158505
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22160, training loss: 0.16,
0.166225
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 22161, training loss: 0.17,
0.156197
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22162, training loss: 0.16,
0.199682
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 22163, training loss: 0.20,
0.193109
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 22164, training loss: 0.19,
0.311507
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 22165, training loss: 0.31,
0.211062
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22166, training loss: 0.21,
0.22756
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 22167, training loss: 0.23,
0.163852
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 22168, training loss: 0.16,
0.197051
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22169, training loss: 0.20,
0.25844
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22170, training loss: 0.26,
0.142559
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22171, training loss: 0.14,
0.180289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22172, training loss: 0.18,
0.226148
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22173, training loss: 0.23,
0.13114
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22174, training loss: 0.13,
0.203081
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 22175, training loss: 0.20,
0.145402
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22176, training loss: 0.15,
0.195186
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22177, training loss: 0.20,
0.127911
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 22178, training loss: 0.13,
0.155228
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22179, training loss: 0.16,
0.144145
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 22180, training loss: 0.14,
0.147925
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22181, training loss: 0.15,
0.149322
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 22182, training loss: 0.15,
0.149781
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 22183, training loss: 0.15,
0.142106
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 22184, training loss: 0.14,
0.184847
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22185, training loss: 0.18,
0.176114
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 22186, training loss: 0.18,
0.294616
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 22187, training loss: 0.29,
0.219139
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 22188, training loss: 0.22,
0.226115
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22189, training loss: 0.23,
0.319956
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 22190, training loss: 0.32,
0.261974
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22191, training loss: 0.26,
0.143188
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 22192, training loss: 0.14,
0.157858
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22193, training loss: 0.16,
0.255172
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 22194, training loss: 0.26,
0.304946
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22195, training loss: 0.30,
0.170612
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22196, training loss: 0.17,
0.144576
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 22197, training loss: 0.14,
0.182117
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 22198, training loss: 0.18,
0.396562
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 22199, training loss: 0.40,
0.133763
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 22200, training loss: 0.13,
0.177348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 22201, training loss: 0.18,
0.152352
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 22202, training loss: 0.15,
0.131832
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 22203, training loss: 0.13,
0.146751
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22204, training loss: 0.15,
0.147286
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 22205, training loss: 0.15,
0.132238
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 22206, training loss: 0.13,
0.212707
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 22207, training loss: 0.21,
0.163683
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 22208, training loss: 0.16,
0.144213
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 22209, training loss: 0.14,
0.182801
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22210, training loss: 0.18,
0.131159
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22211, training loss: 0.13,
0.139713
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22212, training loss: 0.14,
0.151337
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22213, training loss: 0.15,
0.187717
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22214, training loss: 0.19,
0.167626
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 22215, training loss: 0.17,
0.152264
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22216, training loss: 0.15,
0.160522
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22217, training loss: 0.16,
0.177596
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22218, training loss: 0.18,
0.229553
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22219, training loss: 0.23,
0.12933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22220, training loss: 0.13,
0.137557
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 22221, training loss: 0.14,
0.159418
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 22222, training loss: 0.16,
0.236515
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22223, training loss: 0.24,
0.217549
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 22224, training loss: 0.22,
0.171312
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22225, training loss: 0.17,
0.249932
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22226, training loss: 0.25,
0.156334
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 22227, training loss: 0.16,
0.139758
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 22228, training loss: 0.14,
0.25989
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22229, training loss: 0.26,
0.180374
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22230, training loss: 0.18,
0.153557
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 22231, training loss: 0.15,
0.229827
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 22232, training loss: 0.23,
0.323273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 22233, training loss: 0.32,
0.144707
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22234, training loss: 0.14,
0.156891
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 22235, training loss: 0.16,
0.172627
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22236, training loss: 0.17,
0.223822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 22237, training loss: 0.22,
0.294091
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22238, training loss: 0.29,
0.257461
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22239, training loss: 0.26,
0.149075
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 22240, training loss: 0.15,
0.209439
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 22241, training loss: 0.21,
0.206335
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22242, training loss: 0.21,
0.196943
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22243, training loss: 0.20,
0.140481
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 22244, training loss: 0.14,
0.193773
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22245, training loss: 0.19,
0.15031
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 22246, training loss: 0.15,
0.15992
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22247, training loss: 0.16,
0.195141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22248, training loss: 0.20,
0.170407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22249, training loss: 0.17,
0.12682
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22250, training loss: 0.13,
0.16574
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22251, training loss: 0.17,
0.149572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22252, training loss: 0.15,
0.195269
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22253, training loss: 0.20,
0.178422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22254, training loss: 0.18,
0.154725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22255, training loss: 0.15,
0.179054
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22256, training loss: 0.18,
0.137251
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22257, training loss: 0.14,
0.178344
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 22258, training loss: 0.18,
0.165532
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 22259, training loss: 0.17,
0.154851
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 22260, training loss: 0.15,
0.161841
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22261, training loss: 0.16,
0.199249
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22262, training loss: 0.20,
0.141367
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22263, training loss: 0.14,
0.405414
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 22264, training loss: 0.41,
0.154976
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22265, training loss: 0.15,
0.174003
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22266, training loss: 0.17,
0.167324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 22267, training loss: 0.17,
0.170188
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 22268, training loss: 0.17,
0.153814
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22269, training loss: 0.15,
0.178783
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 22270, training loss: 0.18,
0.141431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22271, training loss: 0.14,
0.203159
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 22272, training loss: 0.20,
0.171264
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22273, training loss: 0.17,
0.13255
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 22274, training loss: 0.13,
0.1505
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22275, training loss: 0.15,
0.163336
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 22276, training loss: 0.16,
0.139595
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 22277, training loss: 0.14,
0.207386
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22278, training loss: 0.21,
0.147048
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22279, training loss: 0.15,
0.237146
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 22280, training loss: 0.24,
0.142059
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22281, training loss: 0.14,
0.210884
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22282, training loss: 0.21,
0.164415
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 22283, training loss: 0.16,
0.189992
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 22284, training loss: 0.19,
0.235844
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 22285, training loss: 0.24,
0.136557
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22286, training loss: 0.14,
0.145176
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 22287, training loss: 0.15,
0.188446
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 22288, training loss: 0.19,
0.214885
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22289, training loss: 0.21,
0.162538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 22290, training loss: 0.16,
0.162688
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 22291, training loss: 0.16,
0.165084
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 22292, training loss: 0.17,
0.13914
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 22293, training loss: 0.14,
0.216153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 22294, training loss: 0.22,
0.160134
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22295, training loss: 0.16,
0.230544
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 22296, training loss: 0.23,
0.169326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22297, training loss: 0.17,
0.149329
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 22298, training loss: 0.15,
0.174569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 22299, training loss: 0.17,
0.134527
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22300, training loss: 0.13,
0.161725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22301, training loss: 0.16,
0.269824
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 22302, training loss: 0.27,
0.398312
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22303, training loss: 0.40,
0.173997
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 22304, training loss: 0.17,
0.170335
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22305, training loss: 0.17,
0.229761
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 22306, training loss: 0.23,
0.165038
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22307, training loss: 0.17,
0.259546
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22308, training loss: 0.26,
0.186211
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22309, training loss: 0.19,
0.159586
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 22310, training loss: 0.16,
0.238292
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 22311, training loss: 0.24,
0.162273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 22312, training loss: 0.16,
0.162665
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 22313, training loss: 0.16,
0.147414
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 22314, training loss: 0.15,
0.149166
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22315, training loss: 0.15,
0.179114
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 22316, training loss: 0.18,
0.17209
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 22317, training loss: 0.17,
0.330183
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 22318, training loss: 0.33,
0.201149
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 22319, training loss: 0.20,
0.13774
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 22320, training loss: 0.14,
0.151049
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 22321, training loss: 0.15,
0.16224
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22322, training loss: 0.16,
0.141182
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 22323, training loss: 0.14,
0.16023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 22324, training loss: 0.16,
0.151246
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 90.0% 20 way one-shot learning accuracy
iteration 22325, training loss: 0.15,
0.219179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 22326, training loss: 0.22,
0.13996
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22327, training loss: 0.14,
0.154306
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22328, training loss: 0.15,
0.167016
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22329, training loss: 0.17,
0.163162
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22330, training loss: 0.16,
0.196608
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22331, training loss: 0.20,
0.15873
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 22332, training loss: 0.16,
0.151777
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 22333, training loss: 0.15,
0.134851
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22334, training loss: 0.13,
0.141519
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22335, training loss: 0.14,
0.130131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22336, training loss: 0.13,
0.236132
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22337, training loss: 0.24,
0.143705
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 22338, training loss: 0.14,
0.154711
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 22339, training loss: 0.15,
0.191024
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 22340, training loss: 0.19,
0.264807
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22341, training loss: 0.26,
0.123053
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 22342, training loss: 0.12,
0.158684
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 22343, training loss: 0.16,
0.182562
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 22344, training loss: 0.18,
0.237465
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 22345, training loss: 0.24,
0.219479
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 22346, training loss: 0.22,
0.151728
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 22347, training loss: 0.15,
0.235342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 22348, training loss: 0.24,
0.209942
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22349, training loss: 0.21,
0.149468
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22350, training loss: 0.15,
0.155922
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 22351, training loss: 0.16,
0.203411
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22352, training loss: 0.20,
0.214256
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22353, training loss: 0.21,
0.1631
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22354, training loss: 0.16,
0.241294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 22355, training loss: 0.24,
0.14086
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22356, training loss: 0.14,
0.17152
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 22357, training loss: 0.17,
0.135922
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22358, training loss: 0.14,
0.174008
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 22359, training loss: 0.17,
0.250918
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22360, training loss: 0.25,
0.218655
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 22361, training loss: 0.22,
0.147153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 22362, training loss: 0.15,
0.172206
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22363, training loss: 0.17,
0.155112
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 22364, training loss: 0.16,
0.131428
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 22365, training loss: 0.13,
0.149638
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 22366, training loss: 0.15,
0.170317
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22367, training loss: 0.17,
0.225402
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22368, training loss: 0.23,
0.224008
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22369, training loss: 0.22,
0.166475
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22370, training loss: 0.17,
0.280652
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 22371, training loss: 0.28,
0.145299
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 22372, training loss: 0.15,
0.241627
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22373, training loss: 0.24,
0.22794
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22374, training loss: 0.23,
0.168204
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22375, training loss: 0.17,
0.146304
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 22376, training loss: 0.15,
0.140681
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 22377, training loss: 0.14,
0.166664
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 22378, training loss: 0.17,
0.136742
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 22379, training loss: 0.14,
0.169925
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 22380, training loss: 0.17,
0.134217
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22381, training loss: 0.13,
0.170503
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 22382, training loss: 0.17,
0.160065
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 22383, training loss: 0.16,
0.191533
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 22384, training loss: 0.19,
0.146517
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 22385, training loss: 0.15,
0.128377
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22386, training loss: 0.13,
0.155762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22387, training loss: 0.16,
0.135197
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 22388, training loss: 0.14,
0.191179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22389, training loss: 0.19,
0.163892
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 22390, training loss: 0.16,
0.169657
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 22391, training loss: 0.17,
0.163035
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22392, training loss: 0.16,
0.149408
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22393, training loss: 0.15,
0.188766
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22394, training loss: 0.19,
0.167155
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22395, training loss: 0.17,
0.167143
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22396, training loss: 0.17,
0.207224
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 22397, training loss: 0.21,
0.158848
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 22398, training loss: 0.16,
0.177227
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 22399, training loss: 0.18,
0.237358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 22400, training loss: 0.24,
0.158643
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 22401, training loss: 0.16,
0.155823
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22402, training loss: 0.16,
0.190679
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 22403, training loss: 0.19,
0.189246
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22404, training loss: 0.19,
0.157486
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22405, training loss: 0.16,
0.158584
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 22406, training loss: 0.16,
0.134856
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 22407, training loss: 0.13,
0.237337
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 22408, training loss: 0.24,
0.178806
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22409, training loss: 0.18,
0.168545
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22410, training loss: 0.17,
0.176564
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 22411, training loss: 0.18,
0.219468
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22412, training loss: 0.22,
0.152085
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 22413, training loss: 0.15,
0.151828
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22414, training loss: 0.15,
0.239123
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22415, training loss: 0.24,
0.142043
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22416, training loss: 0.14,
0.12498
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 22417, training loss: 0.12,
0.204157
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22418, training loss: 0.20,
0.251139
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22419, training loss: 0.25,
0.243278
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22420, training loss: 0.24,
0.184036
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 22421, training loss: 0.18,
0.166728
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22422, training loss: 0.17,
0.176956
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 22423, training loss: 0.18,
0.156077
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22424, training loss: 0.16,
0.325477
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22425, training loss: 0.33,
0.1611
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 22426, training loss: 0.16,
0.175619
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22427, training loss: 0.18,
0.13452
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22428, training loss: 0.13,
0.149436
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 22429, training loss: 0.15,
0.156862
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22430, training loss: 0.16,
0.223713
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 22431, training loss: 0.22,
0.205038
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 22432, training loss: 0.21,
0.147133
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 22433, training loss: 0.15,
0.145179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22434, training loss: 0.15,
0.181435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 22435, training loss: 0.18,
0.238517
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 22436, training loss: 0.24,
0.163875
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 22437, training loss: 0.16,
0.213045
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22438, training loss: 0.21,
0.15175
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22439, training loss: 0.15,
0.163794
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22440, training loss: 0.16,
0.153787
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22441, training loss: 0.15,
0.221147
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22442, training loss: 0.22,
0.135534
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22443, training loss: 0.14,
0.160111
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 22444, training loss: 0.16,
0.144667
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 22445, training loss: 0.14,
0.156066
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22446, training loss: 0.16,
0.15011
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22447, training loss: 0.15,
0.142554
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22448, training loss: 0.14,
0.126141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22449, training loss: 0.13,
0.151603
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 22450, training loss: 0.15,
0.274716
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22451, training loss: 0.27,
0.168372
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22452, training loss: 0.17,
0.158475
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22453, training loss: 0.16,
0.179177
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22454, training loss: 0.18,
0.312658
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22455, training loss: 0.31,
0.204595
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22456, training loss: 0.20,
0.144244
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 22457, training loss: 0.14,
0.153869
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 22458, training loss: 0.15,
0.267232
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 22459, training loss: 0.27,
0.146742
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22460, training loss: 0.15,
0.126979
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 22461, training loss: 0.13,
0.156641
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22462, training loss: 0.16,
0.141083
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22463, training loss: 0.14,
0.226663
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22464, training loss: 0.23,
0.14606
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 22465, training loss: 0.15,
0.137875
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22466, training loss: 0.14,
0.192432
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22467, training loss: 0.19,
0.153162
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 22468, training loss: 0.15,
0.149329
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 22469, training loss: 0.15,
0.160241
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 22470, training loss: 0.16,
0.143092
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 22471, training loss: 0.14,
0.147461
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22472, training loss: 0.15,
0.146248
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22473, training loss: 0.15,
0.151649
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22474, training loss: 0.15,
0.15607
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22475, training loss: 0.16,
0.143897
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 22476, training loss: 0.14,
0.134557
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22477, training loss: 0.13,
0.197724
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 22478, training loss: 0.20,
0.155427
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 22479, training loss: 0.16,
0.171728
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22480, training loss: 0.17,
0.17803
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 22481, training loss: 0.18,
0.230501
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 22482, training loss: 0.23,
0.190008
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22483, training loss: 0.19,
0.138067
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22484, training loss: 0.14,
0.160561
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22485, training loss: 0.16,
0.173002
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 22486, training loss: 0.17,
0.2312
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22487, training loss: 0.23,
0.132378
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 22488, training loss: 0.13,
0.217828
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 22489, training loss: 0.22,
0.128535
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 22490, training loss: 0.13,
0.196273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 22491, training loss: 0.20,
0.205351
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22492, training loss: 0.21,
0.216908
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 22493, training loss: 0.22,
0.233168
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22494, training loss: 0.23,
0.149406
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22495, training loss: 0.15,
0.135938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 22496, training loss: 0.14,
0.164236
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22497, training loss: 0.16,
0.220225
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22498, training loss: 0.22,
0.291321
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22499, training loss: 0.29,
0.17049
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22500, training loss: 0.17,
0.260502
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22501, training loss: 0.26,
0.155497
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22502, training loss: 0.16,
0.14204
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22503, training loss: 0.14,
0.139834
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 22504, training loss: 0.14,
0.153724
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 22505, training loss: 0.15,
0.181775
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22506, training loss: 0.18,
0.156413
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 22507, training loss: 0.16,
0.139073
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22508, training loss: 0.14,
0.153891
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 22509, training loss: 0.15,
0.169218
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22510, training loss: 0.17,
0.225509
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22511, training loss: 0.23,
0.130435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 22512, training loss: 0.13,
0.136563
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 22513, training loss: 0.14,
0.13516
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 22514, training loss: 0.14,
0.149345
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22515, training loss: 0.15,
0.144083
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 22516, training loss: 0.14,
0.130026
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 22517, training loss: 0.13,
0.294516
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 22518, training loss: 0.29,
0.144009
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22519, training loss: 0.14,
0.178841
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 22520, training loss: 0.18,
0.20031
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22521, training loss: 0.20,
0.128313
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 22522, training loss: 0.13,
0.198678
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22523, training loss: 0.20,
0.234075
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22524, training loss: 0.23,
0.134805
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 22525, training loss: 0.13,
0.150083
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22526, training loss: 0.15,
0.297008
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22527, training loss: 0.30,
0.149919
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22528, training loss: 0.15,
0.135224
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 22529, training loss: 0.14,
0.270174
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22530, training loss: 0.27,
0.241609
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 22531, training loss: 0.24,
0.146631
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 22532, training loss: 0.15,
0.229339
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 22533, training loss: 0.23,
0.137219
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 22534, training loss: 0.14,
0.304101
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 22535, training loss: 0.30,
0.160971
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 22536, training loss: 0.16,
0.139248
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 22537, training loss: 0.14,
0.246464
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22538, training loss: 0.25,
0.147294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22539, training loss: 0.15,
0.199095
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 22540, training loss: 0.20,
0.302617
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 22541, training loss: 0.30,
0.156998
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 22542, training loss: 0.16,
0.19998
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 22543, training loss: 0.20,
0.428455
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22544, training loss: 0.43,
0.175569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22545, training loss: 0.18,
0.171301
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22546, training loss: 0.17,
0.172319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 22547, training loss: 0.17,
0.147929
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 22548, training loss: 0.15,
0.137941
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 22549, training loss: 0.14,
0.201279
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 22550, training loss: 0.20,
0.149273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22551, training loss: 0.15,
0.285562
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22552, training loss: 0.29,
0.164916
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 22553, training loss: 0.16,
0.129423
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22554, training loss: 0.13,
0.250831
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 22555, training loss: 0.25,
0.16736
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 22556, training loss: 0.17,
0.151581
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 22557, training loss: 0.15,
0.141594
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 22558, training loss: 0.14,
0.159581
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22559, training loss: 0.16,
0.191355
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 22560, training loss: 0.19,
0.229177
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22561, training loss: 0.23,
0.182028
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 22562, training loss: 0.18,
0.185363
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22563, training loss: 0.19,
0.130301
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 22564, training loss: 0.13,
0.160194
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 22565, training loss: 0.16,
0.154992
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 22566, training loss: 0.15,
0.171363
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 22567, training loss: 0.17,
0.234078
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 22568, training loss: 0.23,
0.144851
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 22569, training loss: 0.14,
0.200061
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 22570, training loss: 0.20,
0.247553
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22571, training loss: 0.25,
0.171856
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22572, training loss: 0.17,
0.171439
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 22573, training loss: 0.17,
0.131313
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22574, training loss: 0.13,
0.153219
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22575, training loss: 0.15,
0.261751
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22576, training loss: 0.26,
0.154661
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22577, training loss: 0.15,
0.150211
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 22578, training loss: 0.15,
0.220791
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 22579, training loss: 0.22,
0.16716
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 22580, training loss: 0.17,
0.17587
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 22581, training loss: 0.18,
0.139649
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 22582, training loss: 0.14,
0.184051
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22583, training loss: 0.18,
0.181966
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 22584, training loss: 0.18,
0.138432
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22585, training loss: 0.14,
0.154756
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22586, training loss: 0.15,
0.186348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22587, training loss: 0.19,
0.221692
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 22588, training loss: 0.22,
0.131872
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 22589, training loss: 0.13,
0.136595
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 22590, training loss: 0.14,
0.169236
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22591, training loss: 0.17,
0.190837
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22592, training loss: 0.19,
0.159691
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22593, training loss: 0.16,
0.130634
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22594, training loss: 0.13,
0.202173
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22595, training loss: 0.20,
0.212794
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 22596, training loss: 0.21,
0.15747
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 22597, training loss: 0.16,
0.147014
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 22598, training loss: 0.15,
0.141295
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22599, training loss: 0.14,
0.136421
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22600, training loss: 0.14,
0.177179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22601, training loss: 0.18,
0.17809
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 22602, training loss: 0.18,
0.248677
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22603, training loss: 0.25,
0.150161
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 22604, training loss: 0.15,
0.146715
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 22605, training loss: 0.15,
0.213791
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 22606, training loss: 0.21,
0.134424
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22607, training loss: 0.13,
0.173791
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22608, training loss: 0.17,
0.24611
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22609, training loss: 0.25,
0.142201
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 22610, training loss: 0.14,
0.265126
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 22611, training loss: 0.27,
0.130118
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 22612, training loss: 0.13,
0.248959
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22613, training loss: 0.25,
0.156729
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22614, training loss: 0.16,
0.157335
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22615, training loss: 0.16,
0.156914
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 22616, training loss: 0.16,
0.214208
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 22617, training loss: 0.21,
0.191022
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22618, training loss: 0.19,
0.224638
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22619, training loss: 0.22,
0.146958
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 22620, training loss: 0.15,
0.141896
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22621, training loss: 0.14,
0.149532
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22622, training loss: 0.15,
0.157993
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22623, training loss: 0.16,
0.16059
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22624, training loss: 0.16,
0.182057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22625, training loss: 0.18,
0.154821
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22626, training loss: 0.15,
0.337115
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 22627, training loss: 0.34,
0.159203
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22628, training loss: 0.16,
0.190002
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22629, training loss: 0.19,
0.149979
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 22630, training loss: 0.15,
0.138902
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 22631, training loss: 0.14,
0.1545
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 22632, training loss: 0.15,
0.175146
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22633, training loss: 0.18,
0.145344
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22634, training loss: 0.15,
0.152409
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 22635, training loss: 0.15,
0.135668
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 22636, training loss: 0.14,
0.137
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 22637, training loss: 0.14,
0.172301
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 22638, training loss: 0.17,
0.168762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 22639, training loss: 0.17,
0.218811
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22640, training loss: 0.22,
0.142586
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 22641, training loss: 0.14,
0.216868
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 22642, training loss: 0.22,
0.158026
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 22643, training loss: 0.16,
0.158255
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 22644, training loss: 0.16,
0.240847
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22645, training loss: 0.24,
0.126106
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 22646, training loss: 0.13,
0.17233
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 22647, training loss: 0.17,
0.262891
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 22648, training loss: 0.26,
0.209817
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22649, training loss: 0.21,
0.131557
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 22650, training loss: 0.13,
0.254099
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22651, training loss: 0.25,
0.135766
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 22652, training loss: 0.14,
0.126451
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22653, training loss: 0.13,
0.306236
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 22654, training loss: 0.31,
0.178706
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 22655, training loss: 0.18,
0.126175
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 22656, training loss: 0.13,
0.13037
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 22657, training loss: 0.13,
0.137539
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 22658, training loss: 0.14,
0.211062
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 22659, training loss: 0.21,
0.191983
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 22660, training loss: 0.19,
0.20693
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 22661, training loss: 0.21,
0.139127
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22662, training loss: 0.14,
0.206019
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22663, training loss: 0.21,
0.147394
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 22664, training loss: 0.15,
0.14941
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 22665, training loss: 0.15,
0.173036
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22666, training loss: 0.17,
0.144037
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 22667, training loss: 0.14,
0.143234
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22668, training loss: 0.14,
0.178389
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22669, training loss: 0.18,
0.168607
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22670, training loss: 0.17,
0.153267
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 22671, training loss: 0.15,
0.138128
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22672, training loss: 0.14,
0.145225
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22673, training loss: 0.15,
0.130408
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 22674, training loss: 0.13,
0.220874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 22675, training loss: 0.22,
0.149546
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22676, training loss: 0.15,
0.158538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22677, training loss: 0.16,
0.265298
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 22678, training loss: 0.27,
0.170337
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22679, training loss: 0.17,
0.153389
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22680, training loss: 0.15,
0.203269
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 22681, training loss: 0.20,
0.299755
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22682, training loss: 0.30,
0.214617
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22683, training loss: 0.21,
0.153404
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 22684, training loss: 0.15,
0.12671
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22685, training loss: 0.13,
0.141153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 22686, training loss: 0.14,
0.26949
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22687, training loss: 0.27,
0.188135
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 22688, training loss: 0.19,
0.152552
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22689, training loss: 0.15,
0.210279
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 22690, training loss: 0.21,
0.137406
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22691, training loss: 0.14,
0.176877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 22692, training loss: 0.18,
0.145488
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22693, training loss: 0.15,
0.151448
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22694, training loss: 0.15,
0.159536
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 22695, training loss: 0.16,
0.177095
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 22696, training loss: 0.18,
0.209599
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 22697, training loss: 0.21,
0.163012
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22698, training loss: 0.16,
0.286259
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22699, training loss: 0.29,
0.192803
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22700, training loss: 0.19,
0.166665
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22701, training loss: 0.17,
0.158396
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 22702, training loss: 0.16,
0.136105
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 22703, training loss: 0.14,
0.395637
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 22704, training loss: 0.40,
0.228869
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 22705, training loss: 0.23,
0.176948
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 22706, training loss: 0.18,
0.131545
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22707, training loss: 0.13,
0.18207
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22708, training loss: 0.18,
0.167646
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 22709, training loss: 0.17,
0.156308
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22710, training loss: 0.16,
0.127841
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22711, training loss: 0.13,
0.194283
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22712, training loss: 0.19,
0.150646
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22713, training loss: 0.15,
0.165224
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22714, training loss: 0.17,
0.152021
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 22715, training loss: 0.15,
0.187723
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22716, training loss: 0.19,
0.140303
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22717, training loss: 0.14,
0.150841
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22718, training loss: 0.15,
0.228008
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 22719, training loss: 0.23,
0.218486
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22720, training loss: 0.22,
0.179685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22721, training loss: 0.18,
0.203925
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22722, training loss: 0.20,
0.181225
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 22723, training loss: 0.18,
0.175414
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22724, training loss: 0.18,
0.162321
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22725, training loss: 0.16,
0.15475
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22726, training loss: 0.15,
0.171393
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22727, training loss: 0.17,
0.161086
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22728, training loss: 0.16,
0.207897
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22729, training loss: 0.21,
0.231338
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 22730, training loss: 0.23,
0.166234
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22731, training loss: 0.17,
0.267417
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 22732, training loss: 0.27,
0.146029
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22733, training loss: 0.15,
0.151814
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22734, training loss: 0.15,
0.314609
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22735, training loss: 0.31,
0.163145
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 22736, training loss: 0.16,
0.414002
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22737, training loss: 0.41,
0.209805
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 22738, training loss: 0.21,
0.333116
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22739, training loss: 0.33,
0.19665
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 22740, training loss: 0.20,
0.21
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22741, training loss: 0.21,
0.154941
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22742, training loss: 0.15,
0.150618
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22743, training loss: 0.15,
0.151186
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22744, training loss: 0.15,
0.308243
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22745, training loss: 0.31,
0.144004
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22746, training loss: 0.14,
0.129596
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22747, training loss: 0.13,
0.310543
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22748, training loss: 0.31,
0.160337
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22749, training loss: 0.16,
0.143233
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 22750, training loss: 0.14,
0.192252
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22751, training loss: 0.19,
0.220552
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 22752, training loss: 0.22,
0.136049
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 22753, training loss: 0.14,
0.178068
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22754, training loss: 0.18,
0.181398
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22755, training loss: 0.18,
0.194549
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 22756, training loss: 0.19,
0.170248
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22757, training loss: 0.17,
0.167328
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 22758, training loss: 0.17,
0.147436
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 22759, training loss: 0.15,
0.208019
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22760, training loss: 0.21,
0.171822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 22761, training loss: 0.17,
0.121886
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22762, training loss: 0.12,
0.156317
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22763, training loss: 0.16,
0.140489
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 22764, training loss: 0.14,
0.318226
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22765, training loss: 0.32,
0.192873
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 22766, training loss: 0.19,
0.170476
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22767, training loss: 0.17,
0.251888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 22768, training loss: 0.25,
0.135777
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 22769, training loss: 0.14,
0.159454
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22770, training loss: 0.16,
0.234393
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22771, training loss: 0.23,
0.224306
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 22772, training loss: 0.22,
0.166463
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22773, training loss: 0.17,
0.156586
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22774, training loss: 0.16,
0.182296
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22775, training loss: 0.18,
0.18048
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22776, training loss: 0.18,
0.157877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 22777, training loss: 0.16,
0.264181
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 22778, training loss: 0.26,
0.199409
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 22779, training loss: 0.20,
0.163898
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 22780, training loss: 0.16,
0.157209
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22781, training loss: 0.16,
0.126284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 22782, training loss: 0.13,
0.304343
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22783, training loss: 0.30,
0.218218
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22784, training loss: 0.22,
0.177517
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 22785, training loss: 0.18,
0.187047
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22786, training loss: 0.19,
0.194675
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 22787, training loss: 0.19,
0.220031
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22788, training loss: 0.22,
0.150172
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 22789, training loss: 0.15,
0.147844
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 22790, training loss: 0.15,
0.248691
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 22791, training loss: 0.25,
0.17624
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22792, training loss: 0.18,
0.260556
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 22793, training loss: 0.26,
0.296664
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 22794, training loss: 0.30,
0.137303
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22795, training loss: 0.14,
0.149417
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 22796, training loss: 0.15,
0.397602
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 22797, training loss: 0.40,
0.18444
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 22798, training loss: 0.18,
0.136702
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22799, training loss: 0.14,
0.144915
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22800, training loss: 0.14,
0.13884
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22801, training loss: 0.14,
0.227613
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 22802, training loss: 0.23,
0.156633
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22803, training loss: 0.16,
0.229484
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22804, training loss: 0.23,
0.202268
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22805, training loss: 0.20,
0.252013
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22806, training loss: 0.25,
0.169075
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22807, training loss: 0.17,
0.209515
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22808, training loss: 0.21,
0.129611
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 22809, training loss: 0.13,
0.160934
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22810, training loss: 0.16,
0.300903
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 22811, training loss: 0.30,
0.189785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22812, training loss: 0.19,
0.168891
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22813, training loss: 0.17,
0.182614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22814, training loss: 0.18,
0.151863
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 22815, training loss: 0.15,
0.175323
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 22816, training loss: 0.18,
0.262838
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22817, training loss: 0.26,
0.168547
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 22818, training loss: 0.17,
0.14575
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 22819, training loss: 0.15,
0.189683
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 22820, training loss: 0.19,
0.199585
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 22821, training loss: 0.20,
0.132326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 22822, training loss: 0.13,
0.135983
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22823, training loss: 0.14,
0.205967
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22824, training loss: 0.21,
0.220279
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22825, training loss: 0.22,
0.150811
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 22826, training loss: 0.15,
0.167553
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 22827, training loss: 0.17,
0.123142
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 22828, training loss: 0.12,
0.128034
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22829, training loss: 0.13,
0.170216
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22830, training loss: 0.17,
0.219165
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22831, training loss: 0.22,
0.142371
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 22832, training loss: 0.14,
0.124598
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22833, training loss: 0.12,
0.133339
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 22834, training loss: 0.13,
0.137572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 22835, training loss: 0.14,
0.164645
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 22836, training loss: 0.16,
0.166948
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22837, training loss: 0.17,
0.162919
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 22838, training loss: 0.16,
0.234428
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 22839, training loss: 0.23,
0.207133
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 22840, training loss: 0.21,
0.150098
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 22841, training loss: 0.15,
0.501023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 22842, training loss: 0.50,
0.212397
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22843, training loss: 0.21,
0.151812
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22844, training loss: 0.15,
0.282314
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 22845, training loss: 0.28,
0.288854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 22846, training loss: 0.29,
0.239875
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 22847, training loss: 0.24,
0.160562
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 22848, training loss: 0.16,
0.154144
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 22849, training loss: 0.15,
0.169112
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22850, training loss: 0.17,
0.195329
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 22851, training loss: 0.20,
0.171893
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22852, training loss: 0.17,
0.142162
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 22853, training loss: 0.14,
0.139256
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22854, training loss: 0.14,
0.146457
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22855, training loss: 0.15,
0.144939
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22856, training loss: 0.14,
0.195424
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22857, training loss: 0.20,
0.15943
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22858, training loss: 0.16,
0.153846
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22859, training loss: 0.15,
0.152151
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22860, training loss: 0.15,
0.179375
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 22861, training loss: 0.18,
0.146106
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22862, training loss: 0.15,
0.182767
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 22863, training loss: 0.18,
0.139321
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 22864, training loss: 0.14,
0.180629
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22865, training loss: 0.18,
0.231231
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 22866, training loss: 0.23,
0.169036
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22867, training loss: 0.17,
0.154037
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22868, training loss: 0.15,
0.245188
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 22869, training loss: 0.25,
0.408089
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 22870, training loss: 0.41,
0.202076
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 71.6% 20 way one-shot learning accuracy
iteration 22871, training loss: 0.20,
0.14135
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 22872, training loss: 0.14,
0.155701
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 22873, training loss: 0.16,
0.284093
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 22874, training loss: 0.28,
0.150551
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 22875, training loss: 0.15,
0.198892
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 70.8% 20 way one-shot learning accuracy
iteration 22876, training loss: 0.20,
0.152374
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 22877, training loss: 0.15,
0.139737
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 22878, training loss: 0.14,
0.165695
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 22879, training loss: 0.17,
0.210385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 22880, training loss: 0.21,
0.138264
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 22881, training loss: 0.14,
0.162784
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 22882, training loss: 0.16,
0.263711
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 22883, training loss: 0.26,
0.201803
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 22884, training loss: 0.20,
0.137634
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 22885, training loss: 0.14,
0.137137
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 22886, training loss: 0.14,
0.139592
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 22887, training loss: 0.14,
0.160946
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22888, training loss: 0.16,
0.186495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22889, training loss: 0.19,
0.242522
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22890, training loss: 0.24,
0.174862
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 22891, training loss: 0.17,
0.14465
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 22892, training loss: 0.14,
0.15368
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 22893, training loss: 0.15,
0.148592
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 22894, training loss: 0.15,
0.179558
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22895, training loss: 0.18,
0.142334
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22896, training loss: 0.14,
0.15486
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 22897, training loss: 0.15,
0.180708
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22898, training loss: 0.18,
0.183773
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 22899, training loss: 0.18,
0.198373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 22900, training loss: 0.20,
0.305171
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22901, training loss: 0.31,
0.231681
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22902, training loss: 0.23,
0.155228
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22903, training loss: 0.16,
0.146912
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22904, training loss: 0.15,
0.134854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 22905, training loss: 0.13,
0.189777
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 22906, training loss: 0.19,
0.176942
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22907, training loss: 0.18,
0.140656
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 22908, training loss: 0.14,
0.2136
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 22909, training loss: 0.21,
0.180389
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 22910, training loss: 0.18,
0.153861
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22911, training loss: 0.15,
0.151667
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 22912, training loss: 0.15,
0.146678
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 22913, training loss: 0.15,
0.206382
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22914, training loss: 0.21,
0.423162
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22915, training loss: 0.42,
0.162416
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22916, training loss: 0.16,
0.150726
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 22917, training loss: 0.15,
0.159114
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 22918, training loss: 0.16,
0.160026
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 22919, training loss: 0.16,
0.141556
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 22920, training loss: 0.14,
0.173196
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 22921, training loss: 0.17,
0.135083
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 22922, training loss: 0.14,
0.208355
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 22923, training loss: 0.21,
0.142076
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 22924, training loss: 0.14,
0.148655
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22925, training loss: 0.15,
0.132825
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 22926, training loss: 0.13,
0.149211
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 22927, training loss: 0.15,
0.322874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22928, training loss: 0.32,
0.185706
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 22929, training loss: 0.19,
0.235889
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 22930, training loss: 0.24,
0.16972
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22931, training loss: 0.17,
0.207656
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 22932, training loss: 0.21,
0.126324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22933, training loss: 0.13,
0.152909
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22934, training loss: 0.15,
0.129773
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22935, training loss: 0.13,
0.205837
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 22936, training loss: 0.21,
0.269166
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 22937, training loss: 0.27,
0.137129
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 22938, training loss: 0.14,
0.151898
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 22939, training loss: 0.15,
0.154603
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 22940, training loss: 0.15,
0.161165
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22941, training loss: 0.16,
0.173708
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 22942, training loss: 0.17,
0.197979
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22943, training loss: 0.20,
0.161736
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 22944, training loss: 0.16,
0.168175
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22945, training loss: 0.17,
0.228802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 22946, training loss: 0.23,
0.171829
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22947, training loss: 0.17,
0.220034
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22948, training loss: 0.22,
0.161651
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 22949, training loss: 0.16,
0.146949
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22950, training loss: 0.15,
0.157449
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22951, training loss: 0.16,
0.167906
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 22952, training loss: 0.17,
0.151418
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 22953, training loss: 0.15,
0.144084
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22954, training loss: 0.14,
0.136061
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22955, training loss: 0.14,
0.146739
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 22956, training loss: 0.15,
0.163913
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22957, training loss: 0.16,
0.20532
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22958, training loss: 0.21,
0.143486
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22959, training loss: 0.14,
0.155105
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22960, training loss: 0.16,
0.131241
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22961, training loss: 0.13,
0.14447
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 22962, training loss: 0.14,
0.137198
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22963, training loss: 0.14,
0.161314
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 22964, training loss: 0.16,
0.151618
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 22965, training loss: 0.15,
0.154656
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22966, training loss: 0.15,
0.158175
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 22967, training loss: 0.16,
0.143788
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 22968, training loss: 0.14,
0.145009
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 22969, training loss: 0.15,
0.15881
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 22970, training loss: 0.16,
0.146236
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 22971, training loss: 0.15,
0.142393
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 22972, training loss: 0.14,
0.168173
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 22973, training loss: 0.17,
0.165232
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 22974, training loss: 0.17,
0.202042
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 22975, training loss: 0.20,
0.172027
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 22976, training loss: 0.17,
0.232143
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 22977, training loss: 0.23,
0.137933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22978, training loss: 0.14,
0.140942
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 22979, training loss: 0.14,
0.139121
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22980, training loss: 0.14,
0.128928
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 22981, training loss: 0.13,
0.156127
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 22982, training loss: 0.16,
0.255709
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 22983, training loss: 0.26,
0.158385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 22984, training loss: 0.16,
0.155794
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22985, training loss: 0.16,
0.155369
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 22986, training loss: 0.16,
0.182776
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22987, training loss: 0.18,
0.158328
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 22988, training loss: 0.16,
0.138203
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 22989, training loss: 0.14,
0.248379
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 22990, training loss: 0.25,
0.170297
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 22991, training loss: 0.17,
0.133342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 22992, training loss: 0.13,
0.164377
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 22993, training loss: 0.16,
0.17783
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 22994, training loss: 0.18,
0.207085
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 22995, training loss: 0.21,
0.175422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 22996, training loss: 0.18,
0.156594
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 22997, training loss: 0.16,
0.190986
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 22998, training loss: 0.19,
0.148018
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 22999, training loss: 0.15,
0.170806
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23000, training loss: 0.17,
0.178214
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 23001, training loss: 0.18,
0.135871
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23002, training loss: 0.14,
0.151849
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 23003, training loss: 0.15,
0.298204
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23004, training loss: 0.30,
0.235321
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23005, training loss: 0.24,
0.18803
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23006, training loss: 0.19,
0.141893
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23007, training loss: 0.14,
0.127297
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23008, training loss: 0.13,
0.164342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23009, training loss: 0.16,
0.152308
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23010, training loss: 0.15,
0.142358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23011, training loss: 0.14,
0.217285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 23012, training loss: 0.22,
0.26195
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 23013, training loss: 0.26,
0.149434
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23014, training loss: 0.15,
0.143802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23015, training loss: 0.14,
0.181125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23016, training loss: 0.18,
0.36722
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23017, training loss: 0.37,
0.162568
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23018, training loss: 0.16,
0.204591
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23019, training loss: 0.20,
0.15957
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23020, training loss: 0.16,
0.193852
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23021, training loss: 0.19,
0.165591
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23022, training loss: 0.17,
0.126846
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23023, training loss: 0.13,
0.154328
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 23024, training loss: 0.15,
0.145105
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23025, training loss: 0.15,
0.143849
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23026, training loss: 0.14,
0.182955
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23027, training loss: 0.18,
0.137109
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 23028, training loss: 0.14,
0.164666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 23029, training loss: 0.16,
0.156371
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23030, training loss: 0.16,
0.16852
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23031, training loss: 0.17,
0.23675
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23032, training loss: 0.24,
0.229748
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23033, training loss: 0.23,
0.141446
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 23034, training loss: 0.14,
0.237857
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 23035, training loss: 0.24,
0.123433
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23036, training loss: 0.12,
0.178793
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23037, training loss: 0.18,
0.133015
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23038, training loss: 0.13,
0.357609
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23039, training loss: 0.36,
0.144732
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23040, training loss: 0.14,
0.175208
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23041, training loss: 0.18,
0.141979
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 23042, training loss: 0.14,
0.173103
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23043, training loss: 0.17,
0.162215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23044, training loss: 0.16,
0.139629
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23045, training loss: 0.14,
0.140014
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23046, training loss: 0.14,
0.168644
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23047, training loss: 0.17,
0.136324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 23048, training loss: 0.14,
0.142119
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23049, training loss: 0.14,
0.164683
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 23050, training loss: 0.16,
0.159182
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23051, training loss: 0.16,
0.177441
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23052, training loss: 0.18,
0.280872
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23053, training loss: 0.28,
0.136468
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23054, training loss: 0.14,
0.242867
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23055, training loss: 0.24,
0.201331
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23056, training loss: 0.20,
0.170151
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 23057, training loss: 0.17,
0.148198
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23058, training loss: 0.15,
0.174081
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 23059, training loss: 0.17,
0.307702
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23060, training loss: 0.31,
0.138471
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 23061, training loss: 0.14,
0.148286
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 23062, training loss: 0.15,
0.167007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23063, training loss: 0.17,
0.140753
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 23064, training loss: 0.14,
0.156291
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23065, training loss: 0.16,
0.137217
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 23066, training loss: 0.14,
0.149826
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23067, training loss: 0.15,
0.20684
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 23068, training loss: 0.21,
0.148517
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 23069, training loss: 0.15,
0.182465
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23070, training loss: 0.18,
0.193073
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.6% 20 way one-shot learning accuracy
iteration 23071, training loss: 0.19,
0.144025
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 23072, training loss: 0.14,
0.174393
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 23073, training loss: 0.17,
0.209997
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 23074, training loss: 0.21,
0.151611
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23075, training loss: 0.15,
0.153073
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23076, training loss: 0.15,
0.166902
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23077, training loss: 0.17,
0.159788
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23078, training loss: 0.16,
0.131305
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 23079, training loss: 0.13,
0.156246
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 23080, training loss: 0.16,
0.161595
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23081, training loss: 0.16,
0.162491
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 23082, training loss: 0.16,
0.34009
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 23083, training loss: 0.34,
0.149341
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 23084, training loss: 0.15,
0.139067
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 23085, training loss: 0.14,
0.28851
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23086, training loss: 0.29,
0.189989
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23087, training loss: 0.19,
0.168677
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23088, training loss: 0.17,
0.128003
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23089, training loss: 0.13,
0.161218
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 23090, training loss: 0.16,
0.14677
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23091, training loss: 0.15,
0.141014
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23092, training loss: 0.14,
0.15895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23093, training loss: 0.16,
0.163128
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 23094, training loss: 0.16,
0.150887
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23095, training loss: 0.15,
0.146381
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23096, training loss: 0.15,
0.226622
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 23097, training loss: 0.23,
0.140909
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 23098, training loss: 0.14,
0.158074
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 23099, training loss: 0.16,
0.149977
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23100, training loss: 0.15,
0.167089
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23101, training loss: 0.17,
0.146811
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23102, training loss: 0.15,
0.164313
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23103, training loss: 0.16,
0.287885
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23104, training loss: 0.29,
0.180848
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23105, training loss: 0.18,
0.132478
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 23106, training loss: 0.13,
0.169055
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23107, training loss: 0.17,
0.19129
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23108, training loss: 0.19,
0.153059
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23109, training loss: 0.15,
0.148161
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23110, training loss: 0.15,
0.218802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23111, training loss: 0.22,
0.184695
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23112, training loss: 0.18,
0.164975
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23113, training loss: 0.16,
0.130846
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23114, training loss: 0.13,
0.134205
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23115, training loss: 0.13,
0.142337
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23116, training loss: 0.14,
0.240391
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23117, training loss: 0.24,
0.13229
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 23118, training loss: 0.13,
0.15106
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23119, training loss: 0.15,
0.202272
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23120, training loss: 0.20,
0.133582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23121, training loss: 0.13,
0.182681
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 23122, training loss: 0.18,
0.168569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23123, training loss: 0.17,
0.158108
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 23124, training loss: 0.16,
0.172488
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 23125, training loss: 0.17,
0.167192
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 23126, training loss: 0.17,
0.150862
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23127, training loss: 0.15,
0.1286
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 23128, training loss: 0.13,
0.16582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23129, training loss: 0.17,
0.249839
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23130, training loss: 0.25,
0.141999
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23131, training loss: 0.14,
0.156043
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23132, training loss: 0.16,
0.155081
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23133, training loss: 0.16,
0.143576
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 23134, training loss: 0.14,
0.180549
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 23135, training loss: 0.18,
0.145285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23136, training loss: 0.15,
0.265352
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23137, training loss: 0.27,
0.131437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23138, training loss: 0.13,
0.158053
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 23139, training loss: 0.16,
0.14645
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23140, training loss: 0.15,
0.125732
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23141, training loss: 0.13,
0.202962
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23142, training loss: 0.20,
0.160501
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23143, training loss: 0.16,
0.16493
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 23144, training loss: 0.16,
0.128754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23145, training loss: 0.13,
0.144946
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 23146, training loss: 0.14,
0.200145
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23147, training loss: 0.20,
0.141218
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23148, training loss: 0.14,
0.156963
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23149, training loss: 0.16,
0.195338
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23150, training loss: 0.20,
0.128982
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23151, training loss: 0.13,
0.14013
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23152, training loss: 0.14,
0.150319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23153, training loss: 0.15,
0.154706
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23154, training loss: 0.15,
0.203972
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 23155, training loss: 0.20,
0.220241
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23156, training loss: 0.22,
0.25367
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23157, training loss: 0.25,
0.130554
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23158, training loss: 0.13,
0.138428
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 23159, training loss: 0.14,
0.129403
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23160, training loss: 0.13,
0.130306
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23161, training loss: 0.13,
0.147391
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23162, training loss: 0.15,
0.157909
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 23163, training loss: 0.16,
0.157095
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 23164, training loss: 0.16,
0.158952
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 23165, training loss: 0.16,
0.141798
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23166, training loss: 0.14,
0.127931
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 23167, training loss: 0.13,
0.199515
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 23168, training loss: 0.20,
0.139464
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23169, training loss: 0.14,
0.174295
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 23170, training loss: 0.17,
0.147172
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 23171, training loss: 0.15,
0.147103
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 23172, training loss: 0.15,
0.196968
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23173, training loss: 0.20,
0.198403
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23174, training loss: 0.20,
0.239589
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23175, training loss: 0.24,
0.149013
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 23176, training loss: 0.15,
0.267292
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23177, training loss: 0.27,
0.137605
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23178, training loss: 0.14,
0.172764
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23179, training loss: 0.17,
0.222551
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23180, training loss: 0.22,
0.204383
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 23181, training loss: 0.20,
0.141157
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23182, training loss: 0.14,
0.162429
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23183, training loss: 0.16,
0.193325
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23184, training loss: 0.19,
0.123018
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23185, training loss: 0.12,
0.189909
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23186, training loss: 0.19,
0.141616
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23187, training loss: 0.14,
0.125278
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23188, training loss: 0.13,
0.165444
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23189, training loss: 0.17,
0.192971
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23190, training loss: 0.19,
0.170355
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23191, training loss: 0.17,
0.142167
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 23192, training loss: 0.14,
0.153862
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23193, training loss: 0.15,
0.211704
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23194, training loss: 0.21,
0.137077
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 23195, training loss: 0.14,
0.151156
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 23196, training loss: 0.15,
0.131842
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23197, training loss: 0.13,
0.17791
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 23198, training loss: 0.18,
0.17584
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23199, training loss: 0.18,
0.133659
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 23200, training loss: 0.13,
0.149821
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 23201, training loss: 0.15,
0.180421
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 23202, training loss: 0.18,
0.179367
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 23203, training loss: 0.18,
0.143249
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23204, training loss: 0.14,
0.142909
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 23205, training loss: 0.14,
0.128373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 23206, training loss: 0.13,
0.149152
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 23207, training loss: 0.15,
0.200076
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23208, training loss: 0.20,
0.149201
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 23209, training loss: 0.15,
0.15815
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23210, training loss: 0.16,
0.142536
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23211, training loss: 0.14,
0.220307
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 23212, training loss: 0.22,
0.15447
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23213, training loss: 0.15,
0.149695
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 23214, training loss: 0.15,
0.202784
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23215, training loss: 0.20,
0.154528
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23216, training loss: 0.15,
0.145464
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23217, training loss: 0.15,
0.138764
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23218, training loss: 0.14,
0.218021
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23219, training loss: 0.22,
0.205275
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 23220, training loss: 0.21,
0.143043
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 23221, training loss: 0.14,
0.170347
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 23222, training loss: 0.17,
0.197226
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23223, training loss: 0.20,
0.282174
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 23224, training loss: 0.28,
0.134555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23225, training loss: 0.13,
0.155106
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 23226, training loss: 0.16,
0.195445
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23227, training loss: 0.20,
0.131188
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23228, training loss: 0.13,
0.157082
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23229, training loss: 0.16,
0.224448
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23230, training loss: 0.22,
0.238821
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 23231, training loss: 0.24,
0.17048
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23232, training loss: 0.17,
0.163094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23233, training loss: 0.16,
0.140665
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 23234, training loss: 0.14,
0.153685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 23235, training loss: 0.15,
0.165852
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23236, training loss: 0.17,
0.187751
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 23237, training loss: 0.19,
0.163005
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23238, training loss: 0.16,
0.16624
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23239, training loss: 0.17,
0.156447
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23240, training loss: 0.16,
0.160383
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23241, training loss: 0.16,
0.258733
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23242, training loss: 0.26,
0.142775
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23243, training loss: 0.14,
0.159081
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 23244, training loss: 0.16,
0.171771
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23245, training loss: 0.17,
0.248582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 23246, training loss: 0.25,
0.148006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 23247, training loss: 0.15,
0.14529
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23248, training loss: 0.15,
0.13631
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23249, training loss: 0.14,
0.149818
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23250, training loss: 0.15,
0.245679
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23251, training loss: 0.25,
0.200676
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23252, training loss: 0.20,
0.142553
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23253, training loss: 0.14,
0.154037
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23254, training loss: 0.15,
0.15904
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23255, training loss: 0.16,
0.178315
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23256, training loss: 0.18,
0.214863
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 23257, training loss: 0.21,
0.138386
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23258, training loss: 0.14,
0.272399
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23259, training loss: 0.27,
0.165234
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23260, training loss: 0.17,
0.145514
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 23261, training loss: 0.15,
0.169102
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 23262, training loss: 0.17,
0.141523
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23263, training loss: 0.14,
0.263673
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23264, training loss: 0.26,
0.168869
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23265, training loss: 0.17,
0.140586
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23266, training loss: 0.14,
0.145522
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23267, training loss: 0.15,
0.161352
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 23268, training loss: 0.16,
0.27457
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 23269, training loss: 0.27,
0.164349
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23270, training loss: 0.16,
0.146641
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23271, training loss: 0.15,
0.184463
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23272, training loss: 0.18,
0.204302
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23273, training loss: 0.20,
0.149626
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 23274, training loss: 0.15,
0.187868
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 23275, training loss: 0.19,
0.15568
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 23276, training loss: 0.16,
0.16327
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23277, training loss: 0.16,
0.169878
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23278, training loss: 0.17,
0.270435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23279, training loss: 0.27,
0.190962
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23280, training loss: 0.19,
0.22027
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23281, training loss: 0.22,
0.145368
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23282, training loss: 0.15,
0.149669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 23283, training loss: 0.15,
0.278547
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23284, training loss: 0.28,
0.129509
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23285, training loss: 0.13,
0.193177
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23286, training loss: 0.19,
0.231076
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 23287, training loss: 0.23,
0.135211
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23288, training loss: 0.14,
0.173258
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23289, training loss: 0.17,
0.276585
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23290, training loss: 0.28,
0.234539
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23291, training loss: 0.23,
0.169284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 23292, training loss: 0.17,
0.154626
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23293, training loss: 0.15,
0.141226
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23294, training loss: 0.14,
0.162147
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23295, training loss: 0.16,
0.239935
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 23296, training loss: 0.24,
0.146404
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23297, training loss: 0.15,
0.132923
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23298, training loss: 0.13,
0.141192
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23299, training loss: 0.14,
0.261751
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 23300, training loss: 0.26,
0.165394
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23301, training loss: 0.17,
0.260661
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23302, training loss: 0.26,
0.228499
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23303, training loss: 0.23,
0.216283
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 23304, training loss: 0.22,
0.194421
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23305, training loss: 0.19,
0.155829
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23306, training loss: 0.16,
0.132363
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23307, training loss: 0.13,
0.149418
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23308, training loss: 0.15,
0.145824
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 23309, training loss: 0.15,
0.141359
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 23310, training loss: 0.14,
0.150622
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 23311, training loss: 0.15,
0.136715
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23312, training loss: 0.14,
0.188955
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23313, training loss: 0.19,
0.157776
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23314, training loss: 0.16,
0.368325
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 23315, training loss: 0.37,
0.206112
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 23316, training loss: 0.21,
0.185809
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 23317, training loss: 0.19,
0.130657
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 23318, training loss: 0.13,
0.181312
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23319, training loss: 0.18,
0.135564
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23320, training loss: 0.14,
0.22344
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23321, training loss: 0.22,
0.19796
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23322, training loss: 0.20,
0.156036
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23323, training loss: 0.16,
0.159185
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 23324, training loss: 0.16,
0.200685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23325, training loss: 0.20,
0.171731
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23326, training loss: 0.17,
0.190822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23327, training loss: 0.19,
0.150416
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 23328, training loss: 0.15,
0.132364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23329, training loss: 0.13,
0.136443
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23330, training loss: 0.14,
0.13457
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23331, training loss: 0.13,
0.159986
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23332, training loss: 0.16,
0.142848
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23333, training loss: 0.14,
0.15613
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23334, training loss: 0.16,
0.18792
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 23335, training loss: 0.19,
0.233257
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 23336, training loss: 0.23,
0.146098
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23337, training loss: 0.15,
0.19229
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23338, training loss: 0.19,
0.143233
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 23339, training loss: 0.14,
0.143623
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 23340, training loss: 0.14,
0.183929
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23341, training loss: 0.18,
0.192305
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23342, training loss: 0.19,
0.143724
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23343, training loss: 0.14,
0.147456
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23344, training loss: 0.15,
0.130319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 23345, training loss: 0.13,
0.124954
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23346, training loss: 0.12,
0.254185
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23347, training loss: 0.25,
0.141237
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23348, training loss: 0.14,
0.177467
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23349, training loss: 0.18,
0.131544
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23350, training loss: 0.13,
0.170449
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 23351, training loss: 0.17,
0.145345
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23352, training loss: 0.15,
0.14766
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23353, training loss: 0.15,
0.26925
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23354, training loss: 0.27,
0.13992
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23355, training loss: 0.14,
0.123914
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 23356, training loss: 0.12,
0.149005
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23357, training loss: 0.15,
0.169497
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 23358, training loss: 0.17,
0.150346
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 23359, training loss: 0.15,
0.157645
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23360, training loss: 0.16,
0.140071
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 23361, training loss: 0.14,
0.150802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23362, training loss: 0.15,
0.18787
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 23363, training loss: 0.19,
0.206409
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 23364, training loss: 0.21,
0.15619
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23365, training loss: 0.16,
0.200845
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23366, training loss: 0.20,
0.128071
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23367, training loss: 0.13,
0.160743
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23368, training loss: 0.16,
0.146763
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 23369, training loss: 0.15,
0.236931
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23370, training loss: 0.24,
0.14634
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23371, training loss: 0.15,
0.166183
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23372, training loss: 0.17,
0.149581
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23373, training loss: 0.15,
0.133406
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23374, training loss: 0.13,
0.148348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23375, training loss: 0.15,
0.252489
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23376, training loss: 0.25,
0.129468
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23377, training loss: 0.13,
0.164792
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23378, training loss: 0.16,
0.172444
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 23379, training loss: 0.17,
0.157033
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23380, training loss: 0.16,
0.258984
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23381, training loss: 0.26,
0.126449
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 23382, training loss: 0.13,
0.150013
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23383, training loss: 0.15,
0.192599
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23384, training loss: 0.19,
0.137701
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23385, training loss: 0.14,
0.162118
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 23386, training loss: 0.16,
0.162238
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23387, training loss: 0.16,
0.152206
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23388, training loss: 0.15,
0.216196
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23389, training loss: 0.22,
0.272884
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23390, training loss: 0.27,
0.144922
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23391, training loss: 0.14,
0.152951
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23392, training loss: 0.15,
0.148221
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 23393, training loss: 0.15,
0.134322
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23394, training loss: 0.13,
0.382373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 23395, training loss: 0.38,
0.130729
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23396, training loss: 0.13,
0.160454
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23397, training loss: 0.16,
0.14118
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23398, training loss: 0.14,
0.270216
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23399, training loss: 0.27,
0.136067
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23400, training loss: 0.14,
0.135349
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23401, training loss: 0.14,
0.187222
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23402, training loss: 0.19,
0.128478
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23403, training loss: 0.13,
0.28305
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23404, training loss: 0.28,
0.258039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 23405, training loss: 0.26,
0.146619
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 23406, training loss: 0.15,
0.212123
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 23407, training loss: 0.21,
0.133058
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23408, training loss: 0.13,
0.149364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23409, training loss: 0.15,
0.171282
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23410, training loss: 0.17,
0.156576
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23411, training loss: 0.16,
0.150063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23412, training loss: 0.15,
0.204445
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 23413, training loss: 0.20,
0.156618
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23414, training loss: 0.16,
0.15161
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 23415, training loss: 0.15,
0.247023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23416, training loss: 0.25,
0.148636
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 23417, training loss: 0.15,
0.152975
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23418, training loss: 0.15,
0.135325
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23419, training loss: 0.14,
0.151813
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23420, training loss: 0.15,
0.155926
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23421, training loss: 0.16,
0.138414
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23422, training loss: 0.14,
0.197941
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23423, training loss: 0.20,
0.291813
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23424, training loss: 0.29,
0.188815
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23425, training loss: 0.19,
0.136685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23426, training loss: 0.14,
0.338279
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23427, training loss: 0.34,
0.16793
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 23428, training loss: 0.17,
0.141572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 23429, training loss: 0.14,
0.266267
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23430, training loss: 0.27,
0.197086
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 23431, training loss: 0.20,
0.186495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23432, training loss: 0.19,
0.152763
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 23433, training loss: 0.15,
0.160431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 23434, training loss: 0.16,
0.392616
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23435, training loss: 0.39,
0.147849
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23436, training loss: 0.15,
0.193116
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23437, training loss: 0.19,
0.170792
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23438, training loss: 0.17,
0.152371
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 23439, training loss: 0.15,
0.197534
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23440, training loss: 0.20,
0.188149
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23441, training loss: 0.19,
0.137505
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23442, training loss: 0.14,
0.21511
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 23443, training loss: 0.22,
0.165711
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23444, training loss: 0.17,
0.145214
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 23445, training loss: 0.15,
0.215254
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23446, training loss: 0.22,
0.151077
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 23447, training loss: 0.15,
0.141499
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 23448, training loss: 0.14,
0.140141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 23449, training loss: 0.14,
0.164061
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 23450, training loss: 0.16,
0.148929
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23451, training loss: 0.15,
0.146229
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23452, training loss: 0.15,
0.139927
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23453, training loss: 0.14,
0.183201
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 23454, training loss: 0.18,
0.240868
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23455, training loss: 0.24,
0.226009
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23456, training loss: 0.23,
0.492797
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23457, training loss: 0.49,
0.218214
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23458, training loss: 0.22,
0.161132
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23459, training loss: 0.16,
0.134442
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23460, training loss: 0.13,
0.211452
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 23461, training loss: 0.21,
0.126877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23462, training loss: 0.13,
0.29456
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23463, training loss: 0.29,
0.183968
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23464, training loss: 0.18,
0.262837
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23465, training loss: 0.26,
0.16954
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 23466, training loss: 0.17,
0.153324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23467, training loss: 0.15,
0.138059
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23468, training loss: 0.14,
0.143983
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23469, training loss: 0.14,
0.134165
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 23470, training loss: 0.13,
0.143166
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23471, training loss: 0.14,
0.143856
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23472, training loss: 0.14,
0.157118
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23473, training loss: 0.16,
0.401619
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23474, training loss: 0.40,
0.308717
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23475, training loss: 0.31,
0.154095
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23476, training loss: 0.15,
0.225361
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23477, training loss: 0.23,
0.152883
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23478, training loss: 0.15,
0.158048
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23479, training loss: 0.16,
0.224406
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23480, training loss: 0.22,
0.170926
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23481, training loss: 0.17,
0.149723
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23482, training loss: 0.15,
0.149798
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23483, training loss: 0.15,
0.172174
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23484, training loss: 0.17,
0.137192
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23485, training loss: 0.14,
0.158663
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23486, training loss: 0.16,
0.177694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23487, training loss: 0.18,
0.262756
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23488, training loss: 0.26,
0.141561
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23489, training loss: 0.14,
0.191553
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23490, training loss: 0.19,
0.169447
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23491, training loss: 0.17,
0.184236
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23492, training loss: 0.18,
0.237696
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23493, training loss: 0.24,
0.132043
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23494, training loss: 0.13,
0.162347
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23495, training loss: 0.16,
0.229959
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23496, training loss: 0.23,
0.160041
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23497, training loss: 0.16,
0.154108
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 23498, training loss: 0.15,
0.154324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23499, training loss: 0.15,
0.143961
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 23500, training loss: 0.14,
0.147405
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23501, training loss: 0.15,
0.147336
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23502, training loss: 0.15,
0.144694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 23503, training loss: 0.14,
0.24415
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23504, training loss: 0.24,
0.159971
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23505, training loss: 0.16,
0.362933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23506, training loss: 0.36,
0.180599
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23507, training loss: 0.18,
0.166307
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23508, training loss: 0.17,
0.177421
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 23509, training loss: 0.18,
0.132156
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23510, training loss: 0.13,
0.201252
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23511, training loss: 0.20,
0.134824
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23512, training loss: 0.13,
0.170328
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23513, training loss: 0.17,
0.15891
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 23514, training loss: 0.16,
0.143711
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23515, training loss: 0.14,
0.163333
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 23516, training loss: 0.16,
0.188083
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23517, training loss: 0.19,
0.161605
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 23518, training loss: 0.16,
0.128057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23519, training loss: 0.13,
0.167689
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23520, training loss: 0.17,
0.152302
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 23521, training loss: 0.15,
0.244732
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 23522, training loss: 0.24,
0.165425
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23523, training loss: 0.17,
0.158325
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23524, training loss: 0.16,
0.161178
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23525, training loss: 0.16,
0.165429
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23526, training loss: 0.17,
0.175524
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23527, training loss: 0.18,
0.195026
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23528, training loss: 0.20,
0.164674
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 23529, training loss: 0.16,
0.161697
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23530, training loss: 0.16,
0.196387
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23531, training loss: 0.20,
0.149084
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23532, training loss: 0.15,
0.144827
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23533, training loss: 0.14,
0.131017
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 23534, training loss: 0.13,
0.166951
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23535, training loss: 0.17,
0.151729
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23536, training loss: 0.15,
0.164672
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 23537, training loss: 0.16,
0.138748
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23538, training loss: 0.14,
0.130502
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23539, training loss: 0.13,
0.175523
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 23540, training loss: 0.18,
0.173479
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23541, training loss: 0.17,
0.173945
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 23542, training loss: 0.17,
0.14939
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23543, training loss: 0.15,
0.235911
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23544, training loss: 0.24,
0.20498
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23545, training loss: 0.20,
0.128686
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 23546, training loss: 0.13,
0.183377
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23547, training loss: 0.18,
0.304485
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23548, training loss: 0.30,
0.170367
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23549, training loss: 0.17,
0.147034
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 23550, training loss: 0.15,
0.147357
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23551, training loss: 0.15,
0.204571
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 23552, training loss: 0.20,
0.208698
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23553, training loss: 0.21,
0.136091
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 23554, training loss: 0.14,
0.164172
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 23555, training loss: 0.16,
0.164887
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 23556, training loss: 0.16,
0.135996
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23557, training loss: 0.14,
0.140676
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23558, training loss: 0.14,
0.154824
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23559, training loss: 0.15,
0.143851
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23560, training loss: 0.14,
0.207722
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 23561, training loss: 0.21,
0.160666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 23562, training loss: 0.16,
0.135404
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23563, training loss: 0.14,
0.167956
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23564, training loss: 0.17,
0.164412
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 23565, training loss: 0.16,
0.159009
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 23566, training loss: 0.16,
0.166891
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 23567, training loss: 0.17,
0.158143
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 23568, training loss: 0.16,
0.146236
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23569, training loss: 0.15,
0.229059
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 23570, training loss: 0.23,
0.162527
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23571, training loss: 0.16,
0.16432
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23572, training loss: 0.16,
0.155415
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23573, training loss: 0.16,
0.175535
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 23574, training loss: 0.18,
0.143291
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 23575, training loss: 0.14,
0.160179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 23576, training loss: 0.16,
0.170232
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 23577, training loss: 0.17,
0.166808
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23578, training loss: 0.17,
0.128428
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23579, training loss: 0.13,
0.148909
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23580, training loss: 0.15,
0.332418
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23581, training loss: 0.33,
0.149944
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 23582, training loss: 0.15,
0.216825
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23583, training loss: 0.22,
0.306426
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23584, training loss: 0.31,
0.129868
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23585, training loss: 0.13,
0.176842
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23586, training loss: 0.18,
0.136411
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23587, training loss: 0.14,
0.137277
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23588, training loss: 0.14,
0.399267
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23589, training loss: 0.40,
0.147433
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23590, training loss: 0.15,
0.176719
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23591, training loss: 0.18,
0.17519
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23592, training loss: 0.18,
0.210866
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23593, training loss: 0.21,
0.222785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23594, training loss: 0.22,
0.143016
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 90.4% 20 way one-shot learning accuracy
iteration 23595, training loss: 0.14,
0.220408
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23596, training loss: 0.22,
0.140274
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23597, training loss: 0.14,
0.175727
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23598, training loss: 0.18,
0.122956
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23599, training loss: 0.12,
0.160732
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 23600, training loss: 0.16,
0.217538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23601, training loss: 0.22,
0.167403
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 23602, training loss: 0.17,
0.132007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23603, training loss: 0.13,
0.145348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 23604, training loss: 0.15,
0.376981
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 23605, training loss: 0.38,
0.161362
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23606, training loss: 0.16,
0.307685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 23607, training loss: 0.31,
0.20053
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 23608, training loss: 0.20,
0.155774
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23609, training loss: 0.16,
0.13922
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 23610, training loss: 0.14,
0.255667
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 23611, training loss: 0.26,
0.294676
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 23612, training loss: 0.29,
0.142791
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 23613, training loss: 0.14,
0.152868
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23614, training loss: 0.15,
0.15377
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 23615, training loss: 0.15,
0.153818
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23616, training loss: 0.15,
0.195308
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23617, training loss: 0.20,
0.152498
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23618, training loss: 0.15,
0.245809
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23619, training loss: 0.25,
0.137586
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 23620, training loss: 0.14,
0.140194
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23621, training loss: 0.14,
0.168233
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23622, training loss: 0.17,
0.227933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 23623, training loss: 0.23,
0.210822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23624, training loss: 0.21,
0.155524
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23625, training loss: 0.16,
0.215158
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 23626, training loss: 0.22,
0.135314
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23627, training loss: 0.14,
0.138532
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 23628, training loss: 0.14,
0.132865
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23629, training loss: 0.13,
0.148363
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 23630, training loss: 0.15,
0.14664
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23631, training loss: 0.15,
0.171903
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23632, training loss: 0.17,
0.164596
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 23633, training loss: 0.16,
0.177831
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 23634, training loss: 0.18,
0.18298
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23635, training loss: 0.18,
0.15991
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23636, training loss: 0.16,
0.180119
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23637, training loss: 0.18,
0.131153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 23638, training loss: 0.13,
0.174314
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 23639, training loss: 0.17,
0.1281
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23640, training loss: 0.13,
0.308206
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23641, training loss: 0.31,
0.194951
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23642, training loss: 0.19,
0.170871
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23643, training loss: 0.17,
0.141607
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23644, training loss: 0.14,
0.13054
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 23645, training loss: 0.13,
0.166565
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23646, training loss: 0.17,
0.166713
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23647, training loss: 0.17,
0.186282
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 23648, training loss: 0.19,
0.152724
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23649, training loss: 0.15,
0.179884
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23650, training loss: 0.18,
0.139629
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23651, training loss: 0.14,
0.246297
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23652, training loss: 0.25,
0.153681
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23653, training loss: 0.15,
0.129036
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23654, training loss: 0.13,
0.138017
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23655, training loss: 0.14,
0.135666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23656, training loss: 0.14,
0.136888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 23657, training loss: 0.14,
0.137546
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23658, training loss: 0.14,
0.187876
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23659, training loss: 0.19,
0.166333
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 23660, training loss: 0.17,
0.163902
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23661, training loss: 0.16,
0.174301
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 23662, training loss: 0.17,
0.14551
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23663, training loss: 0.15,
0.182113
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 23664, training loss: 0.18,
0.137341
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23665, training loss: 0.14,
0.136063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23666, training loss: 0.14,
0.140778
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23667, training loss: 0.14,
0.258524
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23668, training loss: 0.26,
0.148793
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 23669, training loss: 0.15,
0.175019
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 23670, training loss: 0.18,
0.13844
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 23671, training loss: 0.14,
0.147953
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 23672, training loss: 0.15,
0.307738
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23673, training loss: 0.31,
0.227316
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 23674, training loss: 0.23,
0.167854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23675, training loss: 0.17,
0.172435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 23676, training loss: 0.17,
0.138792
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 23677, training loss: 0.14,
0.138195
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 23678, training loss: 0.14,
0.173988
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23679, training loss: 0.17,
0.144081
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23680, training loss: 0.14,
0.245944
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23681, training loss: 0.25,
0.140171
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 23682, training loss: 0.14,
0.152071
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23683, training loss: 0.15,
0.121379
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23684, training loss: 0.12,
0.145196
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23685, training loss: 0.15,
0.134165
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23686, training loss: 0.13,
0.200931
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 23687, training loss: 0.20,
0.219798
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 23688, training loss: 0.22,
0.243781
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23689, training loss: 0.24,
0.127117
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 23690, training loss: 0.13,
0.153419
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23691, training loss: 0.15,
0.226453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 23692, training loss: 0.23,
0.150716
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23693, training loss: 0.15,
0.130452
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23694, training loss: 0.13,
0.241817
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 23695, training loss: 0.24,
0.155932
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23696, training loss: 0.16,
0.160911
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23697, training loss: 0.16,
0.151262
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23698, training loss: 0.15,
0.171789
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23699, training loss: 0.17,
0.220117
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 23700, training loss: 0.22,
0.286027
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23701, training loss: 0.29,
0.22578
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23702, training loss: 0.23,
0.167658
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23703, training loss: 0.17,
0.14637
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23704, training loss: 0.15,
0.212524
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23705, training loss: 0.21,
0.128833
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 23706, training loss: 0.13,
0.165761
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 23707, training loss: 0.17,
0.136415
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23708, training loss: 0.14,
0.168099
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23709, training loss: 0.17,
0.132926
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23710, training loss: 0.13,
0.119728
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 23711, training loss: 0.12,
0.138077
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23712, training loss: 0.14,
0.17283
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 23713, training loss: 0.17,
0.131066
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23714, training loss: 0.13,
0.147368
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23715, training loss: 0.15,
0.169645
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 23716, training loss: 0.17,
0.166256
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23717, training loss: 0.17,
0.202673
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 23718, training loss: 0.20,
0.270658
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 23719, training loss: 0.27,
0.141691
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23720, training loss: 0.14,
0.128856
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23721, training loss: 0.13,
0.197581
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 23722, training loss: 0.20,
0.160168
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23723, training loss: 0.16,
0.158717
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23724, training loss: 0.16,
0.119707
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23725, training loss: 0.12,
0.137401
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23726, training loss: 0.14,
0.152752
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23727, training loss: 0.15,
0.134986
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 23728, training loss: 0.13,
0.197822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 23729, training loss: 0.20,
0.306441
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 23730, training loss: 0.31,
0.141021
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23731, training loss: 0.14,
0.273198
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23732, training loss: 0.27,
0.152838
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23733, training loss: 0.15,
0.144557
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 23734, training loss: 0.14,
0.142296
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23735, training loss: 0.14,
0.14288
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23736, training loss: 0.14,
0.136507
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 23737, training loss: 0.14,
0.126377
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 23738, training loss: 0.13,
0.143603
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23739, training loss: 0.14,
0.149713
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 23740, training loss: 0.15,
0.350916
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23741, training loss: 0.35,
0.132453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 23742, training loss: 0.13,
0.148518
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23743, training loss: 0.15,
0.176506
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23744, training loss: 0.18,
0.168271
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23745, training loss: 0.17,
0.135895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23746, training loss: 0.14,
0.224687
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23747, training loss: 0.22,
0.159725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 23748, training loss: 0.16,
0.146084
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 23749, training loss: 0.15,
0.199944
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23750, training loss: 0.20,
0.122332
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23751, training loss: 0.12,
0.154457
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23752, training loss: 0.15,
0.22324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23753, training loss: 0.22,
0.137199
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23754, training loss: 0.14,
0.14657
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23755, training loss: 0.15,
0.178606
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23756, training loss: 0.18,
0.165048
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 23757, training loss: 0.17,
0.182116
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 23758, training loss: 0.18,
0.342707
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 23759, training loss: 0.34,
0.149703
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 23760, training loss: 0.15,
0.471479
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 23761, training loss: 0.47,
0.212614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23762, training loss: 0.21,
0.174617
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23763, training loss: 0.17,
0.133707
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 23764, training loss: 0.13,
0.136714
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23765, training loss: 0.14,
0.161163
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23766, training loss: 0.16,
0.153425
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23767, training loss: 0.15,
0.141994
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 23768, training loss: 0.14,
0.163701
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23769, training loss: 0.16,
0.146517
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23770, training loss: 0.15,
0.162435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23771, training loss: 0.16,
0.123778
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23772, training loss: 0.12,
0.138893
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 23773, training loss: 0.14,
0.130021
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23774, training loss: 0.13,
0.236169
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23775, training loss: 0.24,
0.155555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23776, training loss: 0.16,
0.234131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23777, training loss: 0.23,
0.189231
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23778, training loss: 0.19,
0.184804
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23779, training loss: 0.18,
0.143872
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 23780, training loss: 0.14,
0.258494
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 23781, training loss: 0.26,
0.248322
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23782, training loss: 0.25,
0.242996
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23783, training loss: 0.24,
0.230085
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23784, training loss: 0.23,
0.316324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23785, training loss: 0.32,
0.166084
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23786, training loss: 0.17,
0.151273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23787, training loss: 0.15,
0.303207
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 23788, training loss: 0.30,
0.132614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23789, training loss: 0.13,
0.131114
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23790, training loss: 0.13,
0.160487
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 23791, training loss: 0.16,
0.134218
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23792, training loss: 0.13,
0.191646
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23793, training loss: 0.19,
0.220464
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 23794, training loss: 0.22,
0.165726
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23795, training loss: 0.17,
0.14374
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 23796, training loss: 0.14,
0.147929
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 23797, training loss: 0.15,
0.161482
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23798, training loss: 0.16,
0.188731
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 23799, training loss: 0.19,
0.217655
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23800, training loss: 0.22,
0.193523
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23801, training loss: 0.19,
0.272793
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 23802, training loss: 0.27,
0.177057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23803, training loss: 0.18,
0.190572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23804, training loss: 0.19,
0.276717
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23805, training loss: 0.28,
0.163484
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23806, training loss: 0.16,
0.165032
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23807, training loss: 0.17,
0.14888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23808, training loss: 0.15,
0.138455
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23809, training loss: 0.14,
0.157741
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 23810, training loss: 0.16,
0.124263
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23811, training loss: 0.12,
0.167429
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23812, training loss: 0.17,
0.215469
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 23813, training loss: 0.22,
0.157803
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 23814, training loss: 0.16,
0.145111
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 23815, training loss: 0.15,
0.252192
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23816, training loss: 0.25,
0.139047
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23817, training loss: 0.14,
0.205093
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23818, training loss: 0.21,
0.217324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23819, training loss: 0.22,
0.199144
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23820, training loss: 0.20,
0.187875
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23821, training loss: 0.19,
0.175367
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23822, training loss: 0.18,
0.150612
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23823, training loss: 0.15,
0.145367
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23824, training loss: 0.15,
0.136849
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23825, training loss: 0.14,
0.169992
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 23826, training loss: 0.17,
0.213938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23827, training loss: 0.21,
0.145092
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23828, training loss: 0.15,
0.170039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23829, training loss: 0.17,
0.139687
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23830, training loss: 0.14,
0.149521
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 23831, training loss: 0.15,
0.128861
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23832, training loss: 0.13,
0.180128
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 23833, training loss: 0.18,
0.152294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23834, training loss: 0.15,
0.176273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23835, training loss: 0.18,
0.41846
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 23836, training loss: 0.42,
0.148323
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23837, training loss: 0.15,
0.29057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 23838, training loss: 0.29,
0.297601
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23839, training loss: 0.30,
0.243845
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23840, training loss: 0.24,
0.195978
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23841, training loss: 0.20,
0.146056
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 23842, training loss: 0.15,
0.141505
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23843, training loss: 0.14,
0.156427
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23844, training loss: 0.16,
0.223595
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 23845, training loss: 0.22,
0.155762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23846, training loss: 0.16,
0.137273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23847, training loss: 0.14,
0.272492
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23848, training loss: 0.27,
0.170741
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23849, training loss: 0.17,
0.12726
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23850, training loss: 0.13,
0.140671
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23851, training loss: 0.14,
0.159317
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23852, training loss: 0.16,
0.237176
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23853, training loss: 0.24,
0.132964
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23854, training loss: 0.13,
0.143754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23855, training loss: 0.14,
0.147173
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 23856, training loss: 0.15,
0.161284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 23857, training loss: 0.16,
0.175163
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23858, training loss: 0.18,
0.124091
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23859, training loss: 0.12,
0.134948
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23860, training loss: 0.13,
0.175514
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23861, training loss: 0.18,
0.173013
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23862, training loss: 0.17,
0.219415
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23863, training loss: 0.22,
0.140628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23864, training loss: 0.14,
0.159519
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 23865, training loss: 0.16,
0.171737
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23866, training loss: 0.17,
0.138731
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23867, training loss: 0.14,
0.150002
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23868, training loss: 0.15,
0.233141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23869, training loss: 0.23,
0.141386
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23870, training loss: 0.14,
0.154618
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23871, training loss: 0.15,
0.154246
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23872, training loss: 0.15,
0.156
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23873, training loss: 0.16,
0.168369
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23874, training loss: 0.17,
0.199939
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 23875, training loss: 0.20,
0.151104
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 23876, training loss: 0.15,
0.13576
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23877, training loss: 0.14,
0.16785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23878, training loss: 0.17,
0.151769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 23879, training loss: 0.15,
0.140848
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23880, training loss: 0.14,
0.120786
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23881, training loss: 0.12,
0.251359
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 23882, training loss: 0.25,
0.149189
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 23883, training loss: 0.15,
0.169042
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23884, training loss: 0.17,
0.309015
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23885, training loss: 0.31,
0.202774
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23886, training loss: 0.20,
0.131253
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23887, training loss: 0.13,
0.226973
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23888, training loss: 0.23,
0.21902
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23889, training loss: 0.22,
0.213346
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 23890, training loss: 0.21,
0.136297
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 23891, training loss: 0.14,
0.184736
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23892, training loss: 0.18,
0.137415
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23893, training loss: 0.14,
0.134596
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 23894, training loss: 0.13,
0.166066
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 23895, training loss: 0.17,
0.412594
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23896, training loss: 0.41,
0.230164
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 23897, training loss: 0.23,
0.141516
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 23898, training loss: 0.14,
0.140131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23899, training loss: 0.14,
0.141733
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23900, training loss: 0.14,
0.163457
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 23901, training loss: 0.16,
0.147433
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23902, training loss: 0.15,
0.183946
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23903, training loss: 0.18,
0.144438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23904, training loss: 0.14,
0.144665
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23905, training loss: 0.14,
0.174014
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 23906, training loss: 0.17,
0.168772
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23907, training loss: 0.17,
0.162663
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23908, training loss: 0.16,
0.16829
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23909, training loss: 0.17,
0.147369
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23910, training loss: 0.15,
0.185337
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23911, training loss: 0.19,
0.16013
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23912, training loss: 0.16,
0.184663
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23913, training loss: 0.18,
0.147252
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23914, training loss: 0.15,
0.187681
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23915, training loss: 0.19,
0.136364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23916, training loss: 0.14,
0.238165
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23917, training loss: 0.24,
0.185701
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23918, training loss: 0.19,
0.172213
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23919, training loss: 0.17,
0.165885
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23920, training loss: 0.17,
0.18428
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 23921, training loss: 0.18,
0.126266
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23922, training loss: 0.13,
0.124689
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23923, training loss: 0.12,
0.157169
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23924, training loss: 0.16,
0.153817
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23925, training loss: 0.15,
0.141518
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23926, training loss: 0.14,
0.149441
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 23927, training loss: 0.15,
0.1458
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23928, training loss: 0.15,
0.179815
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23929, training loss: 0.18,
0.188388
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 23930, training loss: 0.19,
0.139545
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23931, training loss: 0.14,
0.174058
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23932, training loss: 0.17,
0.146296
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23933, training loss: 0.15,
0.15567
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 23934, training loss: 0.16,
0.216402
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 23935, training loss: 0.22,
0.14643
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 23936, training loss: 0.15,
0.175638
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 23937, training loss: 0.18,
0.14931
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23938, training loss: 0.15,
0.171206
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 23939, training loss: 0.17,
0.216185
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23940, training loss: 0.22,
0.179054
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23941, training loss: 0.18,
0.167605
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 23942, training loss: 0.17,
0.18263
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23943, training loss: 0.18,
0.163911
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 23944, training loss: 0.16,
0.2906
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 23945, training loss: 0.29,
0.16654
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23946, training loss: 0.17,
0.173556
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 88.0% 20 way one-shot learning accuracy
iteration 23947, training loss: 0.17,
0.134225
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23948, training loss: 0.13,
0.141445
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 23949, training loss: 0.14,
0.150131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 23950, training loss: 0.15,
0.194431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23951, training loss: 0.19,
0.137636
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 23952, training loss: 0.14,
0.169885
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23953, training loss: 0.17,
0.264979
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23954, training loss: 0.26,
0.138995
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23955, training loss: 0.14,
0.162287
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23956, training loss: 0.16,
0.141354
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23957, training loss: 0.14,
0.131499
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23958, training loss: 0.13,
0.16632
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 23959, training loss: 0.17,
0.157676
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23960, training loss: 0.16,
0.143733
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23961, training loss: 0.14,
0.1563
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23962, training loss: 0.16,
0.119631
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23963, training loss: 0.12,
0.122579
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 23964, training loss: 0.12,
0.186457
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23965, training loss: 0.19,
0.140944
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23966, training loss: 0.14,
0.145109
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23967, training loss: 0.15,
0.137022
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23968, training loss: 0.14,
0.1611
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23969, training loss: 0.16,
0.174523
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23970, training loss: 0.17,
0.144447
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23971, training loss: 0.14,
0.144842
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23972, training loss: 0.14,
0.136786
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 23973, training loss: 0.14,
0.133129
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 23974, training loss: 0.13,
0.198228
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23975, training loss: 0.20,
0.162006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 23976, training loss: 0.16,
0.128316
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 23977, training loss: 0.13,
0.133621
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23978, training loss: 0.13,
0.162249
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 23979, training loss: 0.16,
0.141586
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 23980, training loss: 0.14,
0.134639
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 23981, training loss: 0.13,
0.157567
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23982, training loss: 0.16,
0.157122
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 23983, training loss: 0.16,
0.146902
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 23984, training loss: 0.15,
0.145801
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 23985, training loss: 0.15,
0.226887
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 23986, training loss: 0.23,
0.213412
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23987, training loss: 0.21,
0.189257
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 23988, training loss: 0.19,
0.128585
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 23989, training loss: 0.13,
0.147752
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 23990, training loss: 0.15,
0.132912
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 23991, training loss: 0.13,
0.136436
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23992, training loss: 0.14,
0.120668
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 23993, training loss: 0.12,
0.144141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 23994, training loss: 0.14,
0.175689
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 23995, training loss: 0.18,
0.139485
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 23996, training loss: 0.14,
0.177003
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 23997, training loss: 0.18,
0.170456
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 23998, training loss: 0.17,
0.141435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 23999, training loss: 0.14,
0.137054
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24000, training loss: 0.14,
0.160006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24001, training loss: 0.16,
0.145978
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 24002, training loss: 0.15,
0.129518
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24003, training loss: 0.13,
0.207761
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24004, training loss: 0.21,
0.136984
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 24005, training loss: 0.14,
0.191821
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24006, training loss: 0.19,
0.20656
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 24007, training loss: 0.21,
0.147431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24008, training loss: 0.15,
0.155097
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 24009, training loss: 0.16,
0.142021
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24010, training loss: 0.14,
0.125672
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24011, training loss: 0.13,
0.152961
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 24012, training loss: 0.15,
0.130166
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 24013, training loss: 0.13,
0.137335
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 24014, training loss: 0.14,
0.268429
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24015, training loss: 0.27,
0.142727
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 24016, training loss: 0.14,
0.312096
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24017, training loss: 0.31,
0.146889
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24018, training loss: 0.15,
0.231123
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24019, training loss: 0.23,
0.160655
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24020, training loss: 0.16,
0.129049
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24021, training loss: 0.13,
0.149749
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24022, training loss: 0.15,
0.262967
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24023, training loss: 0.26,
0.137926
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 24024, training loss: 0.14,
0.22835
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24025, training loss: 0.23,
0.177798
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 24026, training loss: 0.18,
0.137648
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24027, training loss: 0.14,
0.180986
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24028, training loss: 0.18,
0.182234
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24029, training loss: 0.18,
0.216343
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 24030, training loss: 0.22,
0.314494
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 24031, training loss: 0.31,
0.163259
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 24032, training loss: 0.16,
0.214667
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24033, training loss: 0.21,
0.286378
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24034, training loss: 0.29,
0.205326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 24035, training loss: 0.21,
0.149065
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24036, training loss: 0.15,
0.161992
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24037, training loss: 0.16,
0.143083
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 24038, training loss: 0.14,
0.158908
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24039, training loss: 0.16,
0.211976
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24040, training loss: 0.21,
0.137063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24041, training loss: 0.14,
0.195906
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 24042, training loss: 0.20,
0.17669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24043, training loss: 0.18,
0.14573
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 24044, training loss: 0.15,
0.136941
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24045, training loss: 0.14,
0.270466
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24046, training loss: 0.27,
0.184559
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 24047, training loss: 0.18,
0.143143
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24048, training loss: 0.14,
0.239901
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 24049, training loss: 0.24,
0.308269
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24050, training loss: 0.31,
0.150094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 24051, training loss: 0.15,
0.180739
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 24052, training loss: 0.18,
0.148954
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24053, training loss: 0.15,
0.193912
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 24054, training loss: 0.19,
0.149558
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 24055, training loss: 0.15,
0.16511
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 24056, training loss: 0.17,
0.162766
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24057, training loss: 0.16,
0.142494
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24058, training loss: 0.14,
0.155345
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24059, training loss: 0.16,
0.171279
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 24060, training loss: 0.17,
0.138533
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24061, training loss: 0.14,
0.125409
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 24062, training loss: 0.13,
0.155763
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 24063, training loss: 0.16,
0.13078
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24064, training loss: 0.13,
0.192134
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24065, training loss: 0.19,
0.188348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 24066, training loss: 0.19,
0.21154
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 24067, training loss: 0.21,
0.192376
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24068, training loss: 0.19,
0.189872
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 24069, training loss: 0.19,
0.132966
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 24070, training loss: 0.13,
0.160324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24071, training loss: 0.16,
0.152382
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24072, training loss: 0.15,
0.140882
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 24073, training loss: 0.14,
0.153718
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24074, training loss: 0.15,
0.203495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 24075, training loss: 0.20,
0.144141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24076, training loss: 0.14,
0.185339
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 24077, training loss: 0.19,
0.223604
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24078, training loss: 0.22,
0.140307
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 24079, training loss: 0.14,
0.129067
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24080, training loss: 0.13,
0.121865
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24081, training loss: 0.12,
0.217356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 24082, training loss: 0.22,
0.226205
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 24083, training loss: 0.23,
0.148039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 24084, training loss: 0.15,
0.143879
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24085, training loss: 0.14,
0.173334
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24086, training loss: 0.17,
0.230836
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24087, training loss: 0.23,
0.224114
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24088, training loss: 0.22,
0.133687
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24089, training loss: 0.13,
0.149055
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 24090, training loss: 0.15,
0.125557
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 24091, training loss: 0.13,
0.148676
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 24092, training loss: 0.15,
0.20521
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24093, training loss: 0.21,
0.210727
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 24094, training loss: 0.21,
0.163377
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 24095, training loss: 0.16,
0.161157
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 24096, training loss: 0.16,
0.17254
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 24097, training loss: 0.17,
0.158569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 24098, training loss: 0.16,
0.129404
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24099, training loss: 0.13,
0.149953
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 24100, training loss: 0.15,
0.13312
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24101, training loss: 0.13,
0.191508
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 24102, training loss: 0.19,
0.199813
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 24103, training loss: 0.20,
0.138611
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24104, training loss: 0.14,
0.176414
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24105, training loss: 0.18,
0.139799
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24106, training loss: 0.14,
0.138491
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24107, training loss: 0.14,
0.164319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24108, training loss: 0.16,
0.176914
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24109, training loss: 0.18,
0.175638
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24110, training loss: 0.18,
0.151465
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24111, training loss: 0.15,
0.166307
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24112, training loss: 0.17,
0.244159
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 24113, training loss: 0.24,
0.16055
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24114, training loss: 0.16,
0.177723
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24115, training loss: 0.18,
0.138348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24116, training loss: 0.14,
0.147265
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 24117, training loss: 0.15,
0.150445
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24118, training loss: 0.15,
0.225096
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24119, training loss: 0.23,
0.201295
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24120, training loss: 0.20,
0.182446
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 24121, training loss: 0.18,
0.144143
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24122, training loss: 0.14,
0.13391
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 24123, training loss: 0.13,
0.130481
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 24124, training loss: 0.13,
0.129651
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24125, training loss: 0.13,
0.138727
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24126, training loss: 0.14,
0.125813
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 24127, training loss: 0.13,
0.161945
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24128, training loss: 0.16,
0.404238
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24129, training loss: 0.40,
0.192522
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24130, training loss: 0.19,
0.147713
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24131, training loss: 0.15,
0.136559
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24132, training loss: 0.14,
0.148614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24133, training loss: 0.15,
0.210283
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 24134, training loss: 0.21,
0.130436
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 24135, training loss: 0.13,
0.177611
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 24136, training loss: 0.18,
0.180938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 24137, training loss: 0.18,
0.174916
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24138, training loss: 0.17,
0.207717
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24139, training loss: 0.21,
0.140571
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24140, training loss: 0.14,
0.159359
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24141, training loss: 0.16,
0.149682
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 24142, training loss: 0.15,
0.288175
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24143, training loss: 0.29,
0.32606
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24144, training loss: 0.33,
0.192448
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24145, training loss: 0.19,
0.138044
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24146, training loss: 0.14,
0.145764
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 24147, training loss: 0.15,
0.159404
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24148, training loss: 0.16,
0.128487
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24149, training loss: 0.13,
0.219224
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24150, training loss: 0.22,
0.134481
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 24151, training loss: 0.13,
0.13018
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24152, training loss: 0.13,
0.273356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24153, training loss: 0.27,
0.198646
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24154, training loss: 0.20,
0.24214
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 24155, training loss: 0.24,
0.163976
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 24156, training loss: 0.16,
0.139581
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24157, training loss: 0.14,
0.314034
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24158, training loss: 0.31,
0.200376
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 24159, training loss: 0.20,
0.153337
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24160, training loss: 0.15,
0.13386
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 24161, training loss: 0.13,
0.199614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 24162, training loss: 0.20,
0.147125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 24163, training loss: 0.15,
0.207462
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 24164, training loss: 0.21,
0.154011
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24165, training loss: 0.15,
0.134862
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24166, training loss: 0.13,
0.235023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 24167, training loss: 0.24,
0.16684
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 24168, training loss: 0.17,
0.144987
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 24169, training loss: 0.14,
0.157229
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24170, training loss: 0.16,
0.120615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24171, training loss: 0.12,
0.184286
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24172, training loss: 0.18,
0.140249
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24173, training loss: 0.14,
0.184872
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24174, training loss: 0.18,
0.242447
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 24175, training loss: 0.24,
0.145961
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24176, training loss: 0.15,
0.145675
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24177, training loss: 0.15,
0.174957
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24178, training loss: 0.17,
0.184275
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 24179, training loss: 0.18,
0.217634
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 24180, training loss: 0.22,
0.265682
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24181, training loss: 0.27,
0.289774
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 24182, training loss: 0.29,
0.373209
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24183, training loss: 0.37,
0.131257
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24184, training loss: 0.13,
0.152111
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24185, training loss: 0.15,
0.140888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 24186, training loss: 0.14,
0.194919
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 24187, training loss: 0.19,
0.187224
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 24188, training loss: 0.19,
0.145888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24189, training loss: 0.15,
0.155648
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24190, training loss: 0.16,
0.186657
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 24191, training loss: 0.19,
0.295641
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 24192, training loss: 0.30,
0.257038
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24193, training loss: 0.26,
0.132401
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24194, training loss: 0.13,
0.149365
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 24195, training loss: 0.15,
0.183251
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 24196, training loss: 0.18,
0.189008
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24197, training loss: 0.19,
0.134445
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 24198, training loss: 0.13,
0.127542
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 24199, training loss: 0.13,
0.188327
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24200, training loss: 0.19,
0.297587
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 24201, training loss: 0.30,
0.204749
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24202, training loss: 0.20,
0.177493
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24203, training loss: 0.18,
0.16114
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24204, training loss: 0.16,
0.141173
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 24205, training loss: 0.14,
0.200584
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24206, training loss: 0.20,
0.151657
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 24207, training loss: 0.15,
0.13426
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24208, training loss: 0.13,
0.150656
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 24209, training loss: 0.15,
0.159613
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 24210, training loss: 0.16,
0.142292
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24211, training loss: 0.14,
0.135053
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24212, training loss: 0.14,
0.316316
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24213, training loss: 0.32,
0.202474
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 24214, training loss: 0.20,
0.186955
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24215, training loss: 0.19,
0.206109
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24216, training loss: 0.21,
0.323354
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 24217, training loss: 0.32,
0.147772
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 24218, training loss: 0.15,
0.156698
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24219, training loss: 0.16,
0.158138
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 24220, training loss: 0.16,
0.168821
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24221, training loss: 0.17,
0.196117
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24222, training loss: 0.20,
0.262894
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 24223, training loss: 0.26,
0.144551
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24224, training loss: 0.14,
0.158501
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 24225, training loss: 0.16,
0.144716
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24226, training loss: 0.14,
0.221442
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24227, training loss: 0.22,
0.218026
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24228, training loss: 0.22,
0.195801
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24229, training loss: 0.20,
0.258084
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24230, training loss: 0.26,
0.171194
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24231, training loss: 0.17,
0.182523
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24232, training loss: 0.18,
0.157909
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24233, training loss: 0.16,
0.157156
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24234, training loss: 0.16,
0.152187
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24235, training loss: 0.15,
0.16632
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 24236, training loss: 0.17,
0.139847
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24237, training loss: 0.14,
0.133029
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 24238, training loss: 0.13,
0.127535
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 24239, training loss: 0.13,
0.135569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24240, training loss: 0.14,
0.183085
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 24241, training loss: 0.18,
0.182407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24242, training loss: 0.18,
0.131278
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 24243, training loss: 0.13,
0.142701
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.2% 20 way one-shot learning accuracy
iteration 24244, training loss: 0.14,
0.13612
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24245, training loss: 0.14,
0.348877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24246, training loss: 0.35,
0.149533
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24247, training loss: 0.15,
0.258968
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24248, training loss: 0.26,
0.29715
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24249, training loss: 0.30,
0.13774
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 24250, training loss: 0.14,
0.133722
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24251, training loss: 0.13,
0.146302
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24252, training loss: 0.15,
0.151087
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24253, training loss: 0.15,
0.133717
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 24254, training loss: 0.13,
0.168082
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24255, training loss: 0.17,
0.147927
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 24256, training loss: 0.15,
0.228534
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 24257, training loss: 0.23,
0.2494
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 24258, training loss: 0.25,
0.313075
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 24259, training loss: 0.31,
0.203143
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 24260, training loss: 0.20,
0.151044
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 24261, training loss: 0.15,
0.172115
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 24262, training loss: 0.17,
0.139177
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 24263, training loss: 0.14,
0.183942
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24264, training loss: 0.18,
0.232509
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 24265, training loss: 0.23,
0.208636
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 24266, training loss: 0.21,
0.185504
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24267, training loss: 0.19,
0.159651
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 24268, training loss: 0.16,
0.12735
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 24269, training loss: 0.13,
0.179146
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24270, training loss: 0.18,
0.148739
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24271, training loss: 0.15,
0.2407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24272, training loss: 0.24,
0.148181
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 24273, training loss: 0.15,
0.15139
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 24274, training loss: 0.15,
0.209255
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 24275, training loss: 0.21,
0.141685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24276, training loss: 0.14,
0.138952
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 24277, training loss: 0.14,
0.176596
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24278, training loss: 0.18,
0.132459
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24279, training loss: 0.13,
0.156533
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24280, training loss: 0.16,
0.205562
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 24281, training loss: 0.21,
0.212507
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24282, training loss: 0.21,
0.142592
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 24283, training loss: 0.14,
0.167629
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 24284, training loss: 0.17,
0.158557
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24285, training loss: 0.16,
0.135268
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24286, training loss: 0.14,
0.136813
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24287, training loss: 0.14,
0.179785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24288, training loss: 0.18,
0.242765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24289, training loss: 0.24,
0.165701
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24290, training loss: 0.17,
0.172752
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24291, training loss: 0.17,
0.177984
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24292, training loss: 0.18,
0.197674
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24293, training loss: 0.20,
0.216506
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 24294, training loss: 0.22,
0.136449
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24295, training loss: 0.14,
0.202516
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 24296, training loss: 0.20,
0.167177
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24297, training loss: 0.17,
0.164309
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 24298, training loss: 0.16,
0.142092
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 24299, training loss: 0.14,
0.127384
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24300, training loss: 0.13,
0.140349
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 24301, training loss: 0.14,
0.169518
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24302, training loss: 0.17,
0.258508
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24303, training loss: 0.26,
0.156132
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24304, training loss: 0.16,
0.335044
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 24305, training loss: 0.34,
0.139219
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 24306, training loss: 0.14,
0.127764
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24307, training loss: 0.13,
0.124539
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 24308, training loss: 0.12,
0.129812
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24309, training loss: 0.13,
0.14272
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 24310, training loss: 0.14,
0.13097
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 24311, training loss: 0.13,
0.16504
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24312, training loss: 0.17,
0.211889
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 24313, training loss: 0.21,
0.121488
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 24314, training loss: 0.12,
0.175798
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 24315, training loss: 0.18,
0.138427
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 24316, training loss: 0.14,
0.167986
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24317, training loss: 0.17,
0.121363
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 24318, training loss: 0.12,
0.229661
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24319, training loss: 0.23,
0.154021
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24320, training loss: 0.15,
0.128104
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24321, training loss: 0.13,
0.322222
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 24322, training loss: 0.32,
0.248104
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24323, training loss: 0.25,
0.123448
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 24324, training loss: 0.12,
0.282963
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24325, training loss: 0.28,
0.126597
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24326, training loss: 0.13,
0.134141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24327, training loss: 0.13,
0.150694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 24328, training loss: 0.15,
0.242636
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 24329, training loss: 0.24,
0.174921
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 24330, training loss: 0.17,
0.178023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 24331, training loss: 0.18,
0.188933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 24332, training loss: 0.19,
0.272152
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 24333, training loss: 0.27,
0.183683
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24334, training loss: 0.18,
0.150436
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24335, training loss: 0.15,
0.134159
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24336, training loss: 0.13,
0.419919
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24337, training loss: 0.42,
0.181854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24338, training loss: 0.18,
0.154913
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 24339, training loss: 0.15,
0.144694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24340, training loss: 0.14,
0.186787
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24341, training loss: 0.19,
0.287243
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 24342, training loss: 0.29,
0.256525
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24343, training loss: 0.26,
0.167136
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 24344, training loss: 0.17,
0.124968
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 24345, training loss: 0.12,
0.185202
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 24346, training loss: 0.19,
0.159671
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24347, training loss: 0.16,
0.182004
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24348, training loss: 0.18,
0.149773
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 24349, training loss: 0.15,
0.179619
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24350, training loss: 0.18,
0.196346
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24351, training loss: 0.20,
0.151057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 24352, training loss: 0.15,
0.181982
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 24353, training loss: 0.18,
0.15889
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 24354, training loss: 0.16,
0.217275
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 24355, training loss: 0.22,
0.156047
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 24356, training loss: 0.16,
0.188019
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24357, training loss: 0.19,
0.145564
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 24358, training loss: 0.15,
0.189622
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 24359, training loss: 0.19,
0.134255
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24360, training loss: 0.13,
0.146646
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24361, training loss: 0.15,
0.135211
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24362, training loss: 0.14,
0.21889
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24363, training loss: 0.22,
0.244628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 24364, training loss: 0.24,
0.14762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 24365, training loss: 0.15,
0.164966
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 24366, training loss: 0.16,
0.152349
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 24367, training loss: 0.15,
0.130669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24368, training loss: 0.13,
0.17894
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 24369, training loss: 0.18,
0.149731
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24370, training loss: 0.15,
0.182506
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 24371, training loss: 0.18,
0.14256
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24372, training loss: 0.14,
0.163623
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 24373, training loss: 0.16,
0.158822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24374, training loss: 0.16,
0.127224
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 24375, training loss: 0.13,
0.150281
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 24376, training loss: 0.15,
0.135196
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24377, training loss: 0.14,
0.219483
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 24378, training loss: 0.22,
0.163267
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24379, training loss: 0.16,
0.177483
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24380, training loss: 0.18,
0.257672
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 24381, training loss: 0.26,
0.259117
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24382, training loss: 0.26,
0.338804
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24383, training loss: 0.34,
0.135773
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24384, training loss: 0.14,
0.187827
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24385, training loss: 0.19,
0.179434
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24386, training loss: 0.18,
0.176431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24387, training loss: 0.18,
0.203618
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 24388, training loss: 0.20,
0.440812
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 24389, training loss: 0.44,
0.148871
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 24390, training loss: 0.15,
0.159235
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24391, training loss: 0.16,
0.133785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24392, training loss: 0.13,
0.151129
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 24393, training loss: 0.15,
0.143392
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 24394, training loss: 0.14,
0.140569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24395, training loss: 0.14,
0.150554
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24396, training loss: 0.15,
0.160663
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 24397, training loss: 0.16,
0.130919
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 24398, training loss: 0.13,
0.137944
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24399, training loss: 0.14,
0.180215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 24400, training loss: 0.18,
0.155868
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24401, training loss: 0.16,
0.211608
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 24402, training loss: 0.21,
0.134471
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24403, training loss: 0.13,
0.164059
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 24404, training loss: 0.16,
0.157261
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 24405, training loss: 0.16,
0.301591
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24406, training loss: 0.30,
0.156314
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24407, training loss: 0.16,
0.143261
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 24408, training loss: 0.14,
0.163664
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24409, training loss: 0.16,
0.1447
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24410, training loss: 0.14,
0.15897
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 24411, training loss: 0.16,
0.166578
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24412, training loss: 0.17,
0.134529
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24413, training loss: 0.13,
0.16016
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 24414, training loss: 0.16,
0.255467
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24415, training loss: 0.26,
0.163944
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24416, training loss: 0.16,
0.131989
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 24417, training loss: 0.13,
0.14392
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24418, training loss: 0.14,
0.161567
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 24419, training loss: 0.16,
0.156015
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24420, training loss: 0.16,
0.168029
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24421, training loss: 0.17,
0.151303
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 24422, training loss: 0.15,
0.123831
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24423, training loss: 0.12,
0.138976
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 24424, training loss: 0.14,
0.146572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24425, training loss: 0.15,
0.132212
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 24426, training loss: 0.13,
0.339896
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 24427, training loss: 0.34,
0.149197
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24428, training loss: 0.15,
0.151915
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24429, training loss: 0.15,
0.133641
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 24430, training loss: 0.13,
0.194656
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24431, training loss: 0.19,
0.151215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24432, training loss: 0.15,
0.161577
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24433, training loss: 0.16,
0.250562
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24434, training loss: 0.25,
0.136622
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 24435, training loss: 0.14,
0.15779
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24436, training loss: 0.16,
0.20476
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24437, training loss: 0.20,
0.145133
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24438, training loss: 0.15,
0.13945
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24439, training loss: 0.14,
0.153702
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24440, training loss: 0.15,
0.132749
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 24441, training loss: 0.13,
0.231068
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24442, training loss: 0.23,
0.182695
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 24443, training loss: 0.18,
0.148063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24444, training loss: 0.15,
0.137791
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24445, training loss: 0.14,
0.192151
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24446, training loss: 0.19,
0.172549
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24447, training loss: 0.17,
0.183285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 24448, training loss: 0.18,
0.300312
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 24449, training loss: 0.30,
0.15721
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24450, training loss: 0.16,
0.179853
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 24451, training loss: 0.18,
0.288539
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 24452, training loss: 0.29,
0.129722
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24453, training loss: 0.13,
0.236193
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 24454, training loss: 0.24,
0.152954
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24455, training loss: 0.15,
0.190516
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24456, training loss: 0.19,
0.229664
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24457, training loss: 0.23,
0.216693
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24458, training loss: 0.22,
0.233386
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24459, training loss: 0.23,
0.19347
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 24460, training loss: 0.19,
0.142492
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 24461, training loss: 0.14,
0.197782
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24462, training loss: 0.20,
0.143616
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24463, training loss: 0.14,
0.170235
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24464, training loss: 0.17,
0.156607
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 24465, training loss: 0.16,
0.151453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 24466, training loss: 0.15,
0.203185
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24467, training loss: 0.20,
0.153061
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 24468, training loss: 0.15,
0.271612
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24469, training loss: 0.27,
0.181691
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24470, training loss: 0.18,
0.220263
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 24471, training loss: 0.22,
0.194899
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24472, training loss: 0.19,
0.191357
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 24473, training loss: 0.19,
0.145364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 24474, training loss: 0.15,
0.251908
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 24475, training loss: 0.25,
0.153877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24476, training loss: 0.15,
0.183301
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24477, training loss: 0.18,
0.155729
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 24478, training loss: 0.16,
0.185999
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 24479, training loss: 0.19,
0.2048
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 24480, training loss: 0.20,
0.138103
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24481, training loss: 0.14,
0.167713
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 24482, training loss: 0.17,
0.143319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24483, training loss: 0.14,
0.138522
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 24484, training loss: 0.14,
0.255432
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 24485, training loss: 0.26,
0.132192
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 24486, training loss: 0.13,
0.137507
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24487, training loss: 0.14,
0.27249
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 24488, training loss: 0.27,
0.240854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24489, training loss: 0.24,
0.146822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24490, training loss: 0.15,
0.159178
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 24491, training loss: 0.16,
0.164673
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 24492, training loss: 0.16,
0.158283
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24493, training loss: 0.16,
0.175156
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 24494, training loss: 0.18,
0.15441
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24495, training loss: 0.15,
0.141181
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24496, training loss: 0.14,
0.181359
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24497, training loss: 0.18,
0.269586
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 24498, training loss: 0.27,
0.193027
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 24499, training loss: 0.19,
0.344172
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24500, training loss: 0.34,
0.311374
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24501, training loss: 0.31,
0.18282
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 24502, training loss: 0.18,
0.129275
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24503, training loss: 0.13,
0.147629
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24504, training loss: 0.15,
0.136823
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24505, training loss: 0.14,
0.13422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 24506, training loss: 0.13,
0.149619
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 24507, training loss: 0.15,
0.17123
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 24508, training loss: 0.17,
0.321249
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24509, training loss: 0.32,
0.26565
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24510, training loss: 0.27,
0.125263
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24511, training loss: 0.13,
0.134046
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24512, training loss: 0.13,
0.227615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 24513, training loss: 0.23,
0.127709
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 24514, training loss: 0.13,
0.239289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24515, training loss: 0.24,
0.169824
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24516, training loss: 0.17,
0.193414
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 24517, training loss: 0.19,
0.186368
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24518, training loss: 0.19,
0.194525
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24519, training loss: 0.19,
0.186759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24520, training loss: 0.19,
0.125894
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24521, training loss: 0.13,
0.142327
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 24522, training loss: 0.14,
0.136408
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 24523, training loss: 0.14,
0.183177
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 24524, training loss: 0.18,
0.16791
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 24525, training loss: 0.17,
0.228781
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24526, training loss: 0.23,
0.228731
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24527, training loss: 0.23,
0.125244
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24528, training loss: 0.13,
0.15975
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24529, training loss: 0.16,
0.158305
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 24530, training loss: 0.16,
0.16756
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 24531, training loss: 0.17,
0.134827
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 24532, training loss: 0.13,
0.151756
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 24533, training loss: 0.15,
0.1393
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24534, training loss: 0.14,
0.167981
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 24535, training loss: 0.17,
0.260841
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 24536, training loss: 0.26,
0.273538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24537, training loss: 0.27,
0.166314
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24538, training loss: 0.17,
0.393382
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24539, training loss: 0.39,
0.170233
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24540, training loss: 0.17,
0.216257
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24541, training loss: 0.22,
0.158853
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24542, training loss: 0.16,
0.254033
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24543, training loss: 0.25,
0.157563
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24544, training loss: 0.16,
0.13975
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 24545, training loss: 0.14,
0.192994
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24546, training loss: 0.19,
0.28661
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 24547, training loss: 0.29,
0.145515
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 24548, training loss: 0.15,
0.192883
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24549, training loss: 0.19,
0.137535
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24550, training loss: 0.14,
0.161687
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24551, training loss: 0.16,
0.19116
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 24552, training loss: 0.19,
0.15211
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24553, training loss: 0.15,
0.233212
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 24554, training loss: 0.23,
0.135874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 24555, training loss: 0.14,
0.132703
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 24556, training loss: 0.13,
0.174682
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 24557, training loss: 0.17,
0.166384
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 24558, training loss: 0.17,
0.150596
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 24559, training loss: 0.15,
0.132738
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24560, training loss: 0.13,
0.192505
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24561, training loss: 0.19,
0.1827
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24562, training loss: 0.18,
0.136861
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24563, training loss: 0.14,
0.211918
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 24564, training loss: 0.21,
0.350348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 24565, training loss: 0.35,
0.164614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24566, training loss: 0.16,
0.201517
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 24567, training loss: 0.20,
0.149975
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 24568, training loss: 0.15,
0.190705
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 24569, training loss: 0.19,
0.171625
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 24570, training loss: 0.17,
0.20161
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24571, training loss: 0.20,
0.279706
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 24572, training loss: 0.28,
0.133223
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 24573, training loss: 0.13,
0.179163
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24574, training loss: 0.18,
0.196296
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24575, training loss: 0.20,
0.142082
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24576, training loss: 0.14,
0.200405
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24577, training loss: 0.20,
0.143028
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 24578, training loss: 0.14,
0.147569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 24579, training loss: 0.15,
0.161775
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24580, training loss: 0.16,
0.161331
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24581, training loss: 0.16,
0.132846
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24582, training loss: 0.13,
0.355631
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24583, training loss: 0.36,
0.14364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24584, training loss: 0.14,
0.17279
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 24585, training loss: 0.17,
0.137369
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24586, training loss: 0.14,
0.20168
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 24587, training loss: 0.20,
0.143724
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 24588, training loss: 0.14,
0.154436
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24589, training loss: 0.15,
0.149862
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24590, training loss: 0.15,
0.144769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24591, training loss: 0.14,
0.161862
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 24592, training loss: 0.16,
0.144608
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 24593, training loss: 0.14,
0.129694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 24594, training loss: 0.13,
0.149182
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 24595, training loss: 0.15,
0.261882
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24596, training loss: 0.26,
0.148512
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24597, training loss: 0.15,
0.141438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24598, training loss: 0.14,
0.423899
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24599, training loss: 0.42,
0.154908
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 24600, training loss: 0.15,
0.135734
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 24601, training loss: 0.14,
0.199844
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24602, training loss: 0.20,
0.159195
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24603, training loss: 0.16,
0.180276
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 24604, training loss: 0.18,
0.228429
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24605, training loss: 0.23,
0.246168
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 24606, training loss: 0.25,
0.152782
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24607, training loss: 0.15,
0.153979
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24608, training loss: 0.15,
0.211242
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24609, training loss: 0.21,
0.158433
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24610, training loss: 0.16,
0.366917
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 24611, training loss: 0.37,
0.152287
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 24612, training loss: 0.15,
0.226636
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24613, training loss: 0.23,
0.155821
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24614, training loss: 0.16,
0.132373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24615, training loss: 0.13,
0.133262
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24616, training loss: 0.13,
0.145293
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24617, training loss: 0.15,
0.162833
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24618, training loss: 0.16,
0.150037
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 24619, training loss: 0.15,
0.215038
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24620, training loss: 0.22,
0.1419
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 24621, training loss: 0.14,
0.143465
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24622, training loss: 0.14,
0.156504
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24623, training loss: 0.16,
0.136442
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 24624, training loss: 0.14,
0.169283
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 24625, training loss: 0.17,
0.146017
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24626, training loss: 0.15,
0.160247
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24627, training loss: 0.16,
0.170491
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24628, training loss: 0.17,
0.211785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24629, training loss: 0.21,
0.162801
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 24630, training loss: 0.16,
0.155552
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24631, training loss: 0.16,
0.129432
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 24632, training loss: 0.13,
0.138759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24633, training loss: 0.14,
0.144625
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24634, training loss: 0.14,
0.154439
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 24635, training loss: 0.15,
0.129411
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 24636, training loss: 0.13,
0.142692
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 24637, training loss: 0.14,
0.177395
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24638, training loss: 0.18,
0.139842
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 24639, training loss: 0.14,
0.246928
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24640, training loss: 0.25,
0.141917
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24641, training loss: 0.14,
0.241257
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24642, training loss: 0.24,
0.149881
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24643, training loss: 0.15,
0.149911
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 24644, training loss: 0.15,
0.167879
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24645, training loss: 0.17,
0.164699
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24646, training loss: 0.16,
0.202185
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 24647, training loss: 0.20,
0.166584
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 24648, training loss: 0.17,
0.167099
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24649, training loss: 0.17,
0.144793
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 24650, training loss: 0.14,
0.137682
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24651, training loss: 0.14,
0.160925
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24652, training loss: 0.16,
0.418979
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 24653, training loss: 0.42,
0.148963
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 24654, training loss: 0.15,
0.218409
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24655, training loss: 0.22,
0.143652
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 24656, training loss: 0.14,
0.139044
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24657, training loss: 0.14,
0.176292
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 24658, training loss: 0.18,
0.153611
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24659, training loss: 0.15,
0.205915
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24660, training loss: 0.21,
0.126669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24661, training loss: 0.13,
0.173389
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 24662, training loss: 0.17,
0.123762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24663, training loss: 0.12,
0.176071
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24664, training loss: 0.18,
0.20534
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24665, training loss: 0.21,
0.135405
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24666, training loss: 0.14,
0.322779
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24667, training loss: 0.32,
0.206179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 24668, training loss: 0.21,
0.234158
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24669, training loss: 0.23,
0.176889
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24670, training loss: 0.18,
0.140842
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 24671, training loss: 0.14,
0.169937
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24672, training loss: 0.17,
0.130922
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24673, training loss: 0.13,
0.137367
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 24674, training loss: 0.14,
0.125042
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24675, training loss: 0.13,
0.140566
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24676, training loss: 0.14,
0.144161
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24677, training loss: 0.14,
0.218669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 24678, training loss: 0.22,
0.304775
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 24679, training loss: 0.30,
0.233744
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24680, training loss: 0.23,
0.196065
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 24681, training loss: 0.20,
0.146895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 24682, training loss: 0.15,
0.189307
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24683, training loss: 0.19,
0.186796
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24684, training loss: 0.19,
0.169759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24685, training loss: 0.17,
0.149341
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 24686, training loss: 0.15,
0.165649
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 24687, training loss: 0.17,
0.164655
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24688, training loss: 0.16,
0.172696
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24689, training loss: 0.17,
0.125212
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 24690, training loss: 0.13,
0.141907
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 24691, training loss: 0.14,
0.134091
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24692, training loss: 0.13,
0.15725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 24693, training loss: 0.16,
0.139869
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 24694, training loss: 0.14,
0.134815
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24695, training loss: 0.13,
0.279546
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24696, training loss: 0.28,
0.384007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 24697, training loss: 0.38,
0.165309
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24698, training loss: 0.17,
0.140994
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 24699, training loss: 0.14,
0.238888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24700, training loss: 0.24,
0.133455
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24701, training loss: 0.13,
0.187711
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24702, training loss: 0.19,
0.148519
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 24703, training loss: 0.15,
0.15772
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24704, training loss: 0.16,
0.178335
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 24705, training loss: 0.18,
0.169637
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 24706, training loss: 0.17,
0.139485
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24707, training loss: 0.14,
0.219104
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24708, training loss: 0.22,
0.140279
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24709, training loss: 0.14,
0.156725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 24710, training loss: 0.16,
0.165228
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24711, training loss: 0.17,
0.337403
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 24712, training loss: 0.34,
0.247653
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24713, training loss: 0.25,
0.26605
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 24714, training loss: 0.27,
0.153875
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 24715, training loss: 0.15,
0.186658
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 24716, training loss: 0.19,
0.135393
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24717, training loss: 0.14,
0.162867
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24718, training loss: 0.16,
0.171813
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24719, training loss: 0.17,
0.193477
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 24720, training loss: 0.19,
0.155383
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24721, training loss: 0.16,
0.211939
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24722, training loss: 0.21,
0.157197
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24723, training loss: 0.16,
0.259607
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 24724, training loss: 0.26,
0.1367
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24725, training loss: 0.14,
0.21671
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24726, training loss: 0.22,
0.132959
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24727, training loss: 0.13,
0.165551
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 24728, training loss: 0.17,
0.134644
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24729, training loss: 0.13,
0.163055
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 24730, training loss: 0.16,
0.150524
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24731, training loss: 0.15,
0.18286
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 24732, training loss: 0.18,
0.190915
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24733, training loss: 0.19,
0.153528
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 24734, training loss: 0.15,
0.133086
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24735, training loss: 0.13,
0.191059
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24736, training loss: 0.19,
0.143674
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 24737, training loss: 0.14,
0.163771
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 24738, training loss: 0.16,
0.161324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24739, training loss: 0.16,
0.149824
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24740, training loss: 0.15,
0.148108
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 24741, training loss: 0.15,
0.241396
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 24742, training loss: 0.24,
0.155719
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24743, training loss: 0.16,
0.136393
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24744, training loss: 0.14,
0.164143
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 24745, training loss: 0.16,
0.143783
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 24746, training loss: 0.14,
0.133513
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24747, training loss: 0.13,
0.200978
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 24748, training loss: 0.20,
0.2452
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24749, training loss: 0.25,
0.148694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24750, training loss: 0.15,
0.164534
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24751, training loss: 0.16,
0.135363
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24752, training loss: 0.14,
0.171007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 24753, training loss: 0.17,
0.14429
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24754, training loss: 0.14,
0.166174
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 24755, training loss: 0.17,
0.14261
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24756, training loss: 0.14,
0.135184
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 24757, training loss: 0.14,
0.167257
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24758, training loss: 0.17,
0.150566
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24759, training loss: 0.15,
0.144836
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24760, training loss: 0.14,
0.152624
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24761, training loss: 0.15,
0.150519
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24762, training loss: 0.15,
0.140795
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 24763, training loss: 0.14,
0.176123
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 24764, training loss: 0.18,
0.158702
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24765, training loss: 0.16,
0.162538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24766, training loss: 0.16,
0.190525
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 24767, training loss: 0.19,
0.123926
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 24768, training loss: 0.12,
0.204136
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 24769, training loss: 0.20,
0.144139
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24770, training loss: 0.14,
0.358061
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 24771, training loss: 0.36,
0.145798
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24772, training loss: 0.15,
0.147113
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 24773, training loss: 0.15,
0.152888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24774, training loss: 0.15,
0.31257
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 24775, training loss: 0.31,
0.184988
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 24776, training loss: 0.18,
0.143762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24777, training loss: 0.14,
0.129304
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 24778, training loss: 0.13,
0.34702
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24779, training loss: 0.35,
0.140658
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 24780, training loss: 0.14,
0.154248
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 24781, training loss: 0.15,
0.141841
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24782, training loss: 0.14,
0.179242
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24783, training loss: 0.18,
0.191142
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24784, training loss: 0.19,
0.137641
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 24785, training loss: 0.14,
0.181797
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 24786, training loss: 0.18,
0.299937
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 88.4% 20 way one-shot learning accuracy
iteration 24787, training loss: 0.30,
0.132265
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24788, training loss: 0.13,
0.152483
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 24789, training loss: 0.15,
0.136208
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24790, training loss: 0.14,
0.215267
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 24791, training loss: 0.22,
0.182894
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 24792, training loss: 0.18,
0.157591
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24793, training loss: 0.16,
0.130475
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 88.8% 20 way one-shot learning accuracy
iteration 24794, training loss: 0.13,
0.17691
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24795, training loss: 0.18,
0.159546
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 24796, training loss: 0.16,
0.125225
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24797, training loss: 0.13,
0.180958
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24798, training loss: 0.18,
0.141823
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 24799, training loss: 0.14,
0.221537
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 24800, training loss: 0.22,
0.176755
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 24801, training loss: 0.18,
0.200548
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 24802, training loss: 0.20,
0.15855
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24803, training loss: 0.16,
0.146401
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 24804, training loss: 0.15,
0.141473
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24805, training loss: 0.14,
0.12362
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 24806, training loss: 0.12,
0.125124
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 24807, training loss: 0.13,
0.170656
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24808, training loss: 0.17,
0.141436
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 24809, training loss: 0.14,
0.200203
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24810, training loss: 0.20,
0.136173
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 24811, training loss: 0.14,
0.188522
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24812, training loss: 0.19,
0.15995
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 24813, training loss: 0.16,
0.123367
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 24814, training loss: 0.12,
0.169373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24815, training loss: 0.17,
0.123021
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24816, training loss: 0.12,
0.165685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 24817, training loss: 0.17,
0.217195
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 24818, training loss: 0.22,
0.217718
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 24819, training loss: 0.22,
0.169841
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24820, training loss: 0.17,
0.157074
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 24821, training loss: 0.16,
0.122355
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24822, training loss: 0.12,
0.154134
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24823, training loss: 0.15,
0.147991
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24824, training loss: 0.15,
0.143045
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 24825, training loss: 0.14,
0.129217
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24826, training loss: 0.13,
0.138882
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24827, training loss: 0.14,
0.17108
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 24828, training loss: 0.17,
0.133326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24829, training loss: 0.13,
0.149844
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 24830, training loss: 0.15,
0.131116
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 24831, training loss: 0.13,
0.135917
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24832, training loss: 0.14,
0.151154
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 24833, training loss: 0.15,
0.148864
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24834, training loss: 0.15,
0.169677
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24835, training loss: 0.17,
0.125604
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 24836, training loss: 0.13,
0.13404
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 24837, training loss: 0.13,
0.367273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24838, training loss: 0.37,
0.201408
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 24839, training loss: 0.20,
0.167043
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 24840, training loss: 0.17,
0.139092
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24841, training loss: 0.14,
0.198014
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 24842, training loss: 0.20,
0.134268
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24843, training loss: 0.13,
0.144561
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24844, training loss: 0.14,
0.146192
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24845, training loss: 0.15,
0.137343
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 24846, training loss: 0.14,
0.15218
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 24847, training loss: 0.15,
0.200115
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24848, training loss: 0.20,
0.167491
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 24849, training loss: 0.17,
0.176829
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24850, training loss: 0.18,
0.181317
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24851, training loss: 0.18,
0.201427
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 24852, training loss: 0.20,
0.160366
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 24853, training loss: 0.16,
0.164327
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24854, training loss: 0.16,
0.162821
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24855, training loss: 0.16,
0.138245
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24856, training loss: 0.14,
0.153574
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24857, training loss: 0.15,
0.170316
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 24858, training loss: 0.17,
0.173401
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24859, training loss: 0.17,
0.171107
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24860, training loss: 0.17,
0.144233
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 24861, training loss: 0.14,
0.205346
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24862, training loss: 0.21,
0.207593
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24863, training loss: 0.21,
0.133615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24864, training loss: 0.13,
0.432069
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 24865, training loss: 0.43,
0.266542
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 24866, training loss: 0.27,
0.171172
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24867, training loss: 0.17,
0.14703
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24868, training loss: 0.15,
0.131003
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24869, training loss: 0.13,
0.161849
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24870, training loss: 0.16,
0.187647
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 24871, training loss: 0.19,
0.127494
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 24872, training loss: 0.13,
0.194445
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24873, training loss: 0.19,
0.152519
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 24874, training loss: 0.15,
0.126742
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24875, training loss: 0.13,
0.348595
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24876, training loss: 0.35,
0.210797
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24877, training loss: 0.21,
0.218208
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24878, training loss: 0.22,
0.216306
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 24879, training loss: 0.22,
0.137637
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24880, training loss: 0.14,
0.159327
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 24881, training loss: 0.16,
0.166915
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 24882, training loss: 0.17,
0.214462
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24883, training loss: 0.21,
0.143283
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24884, training loss: 0.14,
0.142006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 24885, training loss: 0.14,
0.186708
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 24886, training loss: 0.19,
0.166869
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24887, training loss: 0.17,
0.302009
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 24888, training loss: 0.30,
0.184911
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24889, training loss: 0.18,
0.200186
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 24890, training loss: 0.20,
0.146221
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 24891, training loss: 0.15,
0.17554
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 24892, training loss: 0.18,
0.184054
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 24893, training loss: 0.18,
0.120002
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24894, training loss: 0.12,
0.152023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24895, training loss: 0.15,
0.139355
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 24896, training loss: 0.14,
0.125689
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 24897, training loss: 0.13,
0.137067
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 24898, training loss: 0.14,
0.14609
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 24899, training loss: 0.15,
0.128516
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24900, training loss: 0.13,
0.137418
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24901, training loss: 0.14,
0.168328
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24902, training loss: 0.17,
0.197182
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24903, training loss: 0.20,
0.126432
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24904, training loss: 0.13,
0.138645
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24905, training loss: 0.14,
0.195373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 24906, training loss: 0.20,
0.121691
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24907, training loss: 0.12,
0.187447
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24908, training loss: 0.19,
0.157674
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 24909, training loss: 0.16,
0.122577
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24910, training loss: 0.12,
0.131811
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24911, training loss: 0.13,
0.152153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 24912, training loss: 0.15,
0.201852
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24913, training loss: 0.20,
0.150264
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 24914, training loss: 0.15,
0.192367
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 24915, training loss: 0.19,
0.132017
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24916, training loss: 0.13,
0.135794
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24917, training loss: 0.14,
0.127636
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 24918, training loss: 0.13,
0.137514
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 24919, training loss: 0.14,
0.132374
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 24920, training loss: 0.13,
0.161947
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 24921, training loss: 0.16,
0.131264
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24922, training loss: 0.13,
0.141888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24923, training loss: 0.14,
0.190685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 24924, training loss: 0.19,
0.129212
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24925, training loss: 0.13,
0.132309
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 24926, training loss: 0.13,
0.12977
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 24927, training loss: 0.13,
0.143502
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 24928, training loss: 0.14,
0.129594
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24929, training loss: 0.13,
0.161396
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24930, training loss: 0.16,
0.180268
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 24931, training loss: 0.18,
0.177601
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24932, training loss: 0.18,
0.20388
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24933, training loss: 0.20,
0.26834
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 24934, training loss: 0.27,
0.160002
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24935, training loss: 0.16,
0.14576
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24936, training loss: 0.15,
0.119582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24937, training loss: 0.12,
0.12321
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24938, training loss: 0.12,
0.139478
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24939, training loss: 0.14,
0.193456
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 24940, training loss: 0.19,
0.149715
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24941, training loss: 0.15,
0.199702
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 24942, training loss: 0.20,
0.252897
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24943, training loss: 0.25,
0.133097
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 24944, training loss: 0.13,
0.122547
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24945, training loss: 0.12,
0.187926
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24946, training loss: 0.19,
0.142664
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 24947, training loss: 0.14,
0.135502
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24948, training loss: 0.14,
0.168798
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24949, training loss: 0.17,
0.121831
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24950, training loss: 0.12,
0.152521
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24951, training loss: 0.15,
0.160905
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 24952, training loss: 0.16,
0.262317
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24953, training loss: 0.26,
0.319549
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24954, training loss: 0.32,
0.238363
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 24955, training loss: 0.24,
0.162063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24956, training loss: 0.16,
0.149887
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24957, training loss: 0.15,
0.172872
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 24958, training loss: 0.17,
0.135557
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24959, training loss: 0.14,
0.155488
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 24960, training loss: 0.16,
0.154862
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24961, training loss: 0.15,
0.17177
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 24962, training loss: 0.17,
0.185339
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 24963, training loss: 0.19,
0.182945
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24964, training loss: 0.18,
0.217061
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24965, training loss: 0.22,
0.161967
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 24966, training loss: 0.16,
0.136565
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 24967, training loss: 0.14,
0.271231
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 24968, training loss: 0.27,
0.135358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 24969, training loss: 0.14,
0.14211
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 24970, training loss: 0.14,
0.181062
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 24971, training loss: 0.18,
0.133958
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 24972, training loss: 0.13,
0.130958
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 24973, training loss: 0.13,
0.148399
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24974, training loss: 0.15,
0.198673
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 24975, training loss: 0.20,
0.170345
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24976, training loss: 0.17,
0.126724
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24977, training loss: 0.13,
0.205157
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 24978, training loss: 0.21,
0.147602
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 24979, training loss: 0.15,
0.242323
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24980, training loss: 0.24,
0.146002
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 24981, training loss: 0.15,
0.13791
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 24982, training loss: 0.14,
0.137994
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 24983, training loss: 0.14,
0.131997
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24984, training loss: 0.13,
0.130672
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 24985, training loss: 0.13,
0.16331
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 24986, training loss: 0.16,
0.177253
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 24987, training loss: 0.18,
0.191499
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 24988, training loss: 0.19,
0.128766
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24989, training loss: 0.13,
0.145566
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 24990, training loss: 0.15,
0.180052
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 24991, training loss: 0.18,
0.124155
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 24992, training loss: 0.12,
0.139028
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 24993, training loss: 0.14,
0.18634
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 24994, training loss: 0.19,
0.121829
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 24995, training loss: 0.12,
0.15439
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 24996, training loss: 0.15,
0.172267
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 24997, training loss: 0.17,
0.173201
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 24998, training loss: 0.17,
0.304723
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 24999, training loss: 0.30,
0.229131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 25000, training loss: 0.23,
0.137503
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25001, training loss: 0.14,
0.165095
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 25002, training loss: 0.17,
0.217394
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25003, training loss: 0.22,
0.249048
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25004, training loss: 0.25,
0.204801
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 25005, training loss: 0.20,
0.117498
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 25006, training loss: 0.12,
0.139592
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25007, training loss: 0.14,
0.20834
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 25008, training loss: 0.21,
0.220272
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25009, training loss: 0.22,
0.289637
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 25010, training loss: 0.29,
0.128076
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 25011, training loss: 0.13,
0.215055
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25012, training loss: 0.22,
0.132804
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25013, training loss: 0.13,
0.207178
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25014, training loss: 0.21,
0.154489
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25015, training loss: 0.15,
0.168488
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 25016, training loss: 0.17,
0.158884
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 25017, training loss: 0.16,
0.177261
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25018, training loss: 0.18,
0.154707
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25019, training loss: 0.15,
0.133338
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 25020, training loss: 0.13,
0.140227
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25021, training loss: 0.14,
0.155123
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25022, training loss: 0.16,
0.131831
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25023, training loss: 0.13,
0.164679
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25024, training loss: 0.16,
0.15955
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25025, training loss: 0.16,
0.198644
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25026, training loss: 0.20,
0.178586
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25027, training loss: 0.18,
0.156949
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 25028, training loss: 0.16,
0.156132
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25029, training loss: 0.16,
0.137063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25030, training loss: 0.14,
0.201614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25031, training loss: 0.20,
0.140587
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25032, training loss: 0.14,
0.210637
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25033, training loss: 0.21,
0.14005
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25034, training loss: 0.14,
0.23615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25035, training loss: 0.24,
0.135733
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25036, training loss: 0.14,
0.124447
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25037, training loss: 0.12,
0.18764
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 88.8% 20 way one-shot learning accuracy
iteration 25038, training loss: 0.19,
0.143232
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25039, training loss: 0.14,
0.135755
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25040, training loss: 0.14,
0.210792
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25041, training loss: 0.21,
0.139266
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 25042, training loss: 0.14,
0.139373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25043, training loss: 0.14,
0.147156
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25044, training loss: 0.15,
0.152139
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 25045, training loss: 0.15,
0.16674
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25046, training loss: 0.17,
0.162144
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25047, training loss: 0.16,
0.187287
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25048, training loss: 0.19,
0.164285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25049, training loss: 0.16,
0.124168
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25050, training loss: 0.12,
0.140567
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25051, training loss: 0.14,
0.130033
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25052, training loss: 0.13,
0.159853
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25053, training loss: 0.16,
0.127983
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 25054, training loss: 0.13,
0.137873
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25055, training loss: 0.14,
0.138509
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25056, training loss: 0.14,
0.150033
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25057, training loss: 0.15,
0.22048
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25058, training loss: 0.22,
0.147756
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25059, training loss: 0.15,
0.131634
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25060, training loss: 0.13,
0.292716
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25061, training loss: 0.29,
0.205984
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 25062, training loss: 0.21,
0.123663
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25063, training loss: 0.12,
0.141385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 25064, training loss: 0.14,
0.150938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 25065, training loss: 0.15,
0.163257
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25066, training loss: 0.16,
0.150346
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25067, training loss: 0.15,
0.161139
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25068, training loss: 0.16,
0.24241
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25069, training loss: 0.24,
0.160206
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25070, training loss: 0.16,
0.215039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25071, training loss: 0.22,
0.126267
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 25072, training loss: 0.13,
0.140869
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 25073, training loss: 0.14,
0.137519
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 25074, training loss: 0.14,
0.146682
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25075, training loss: 0.15,
0.363811
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25076, training loss: 0.36,
0.152671
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25077, training loss: 0.15,
0.278934
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25078, training loss: 0.28,
0.120482
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 25079, training loss: 0.12,
0.150035
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25080, training loss: 0.15,
0.190758
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25081, training loss: 0.19,
0.15044
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 25082, training loss: 0.15,
0.119933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25083, training loss: 0.12,
0.136086
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25084, training loss: 0.14,
0.172639
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25085, training loss: 0.17,
0.187097
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 25086, training loss: 0.19,
0.16776
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25087, training loss: 0.17,
0.134857
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25088, training loss: 0.13,
0.141327
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25089, training loss: 0.14,
0.139146
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25090, training loss: 0.14,
0.143974
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25091, training loss: 0.14,
0.210212
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25092, training loss: 0.21,
0.176628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 25093, training loss: 0.18,
0.25745
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 25094, training loss: 0.26,
0.138863
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 25095, training loss: 0.14,
0.188017
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25096, training loss: 0.19,
0.131886
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 25097, training loss: 0.13,
0.174768
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 25098, training loss: 0.17,
0.13402
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25099, training loss: 0.13,
0.205571
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25100, training loss: 0.21,
0.169548
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 25101, training loss: 0.17,
0.133334
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25102, training loss: 0.13,
0.149955
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 25103, training loss: 0.15,
0.136077
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 25104, training loss: 0.14,
0.192176
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25105, training loss: 0.19,
0.192327
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.6% 20 way one-shot learning accuracy
iteration 25106, training loss: 0.19,
0.122232
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 25107, training loss: 0.12,
0.183719
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 25108, training loss: 0.18,
0.145876
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25109, training loss: 0.15,
0.165238
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 25110, training loss: 0.17,
0.223759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25111, training loss: 0.22,
0.149005
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 25112, training loss: 0.15,
0.17934
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25113, training loss: 0.18,
0.330414
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25114, training loss: 0.33,
0.170431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25115, training loss: 0.17,
0.147523
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 25116, training loss: 0.15,
0.163591
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 25117, training loss: 0.16,
0.169289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 25118, training loss: 0.17,
0.174835
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25119, training loss: 0.17,
0.153282
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25120, training loss: 0.15,
0.127925
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25121, training loss: 0.13,
0.135108
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25122, training loss: 0.14,
0.13947
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 25123, training loss: 0.14,
0.17592
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 25124, training loss: 0.18,
0.24916
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25125, training loss: 0.25,
0.161925
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25126, training loss: 0.16,
0.130468
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 25127, training loss: 0.13,
0.234854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25128, training loss: 0.23,
0.129538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 25129, training loss: 0.13,
0.127357
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 25130, training loss: 0.13,
0.198806
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25131, training loss: 0.20,
0.225226
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25132, training loss: 0.23,
0.366097
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25133, training loss: 0.37,
0.175016
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25134, training loss: 0.18,
0.12508
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25135, training loss: 0.13,
0.219912
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 25136, training loss: 0.22,
0.369962
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25137, training loss: 0.37,
0.155436
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25138, training loss: 0.16,
0.120806
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25139, training loss: 0.12,
0.12554
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25140, training loss: 0.13,
0.180139
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 25141, training loss: 0.18,
0.179983
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25142, training loss: 0.18,
0.136801
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25143, training loss: 0.14,
0.153564
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 25144, training loss: 0.15,
0.154635
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25145, training loss: 0.15,
0.197537
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 25146, training loss: 0.20,
0.135834
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25147, training loss: 0.14,
0.211543
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25148, training loss: 0.21,
0.174585
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 25149, training loss: 0.17,
0.151739
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25150, training loss: 0.15,
0.12609
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25151, training loss: 0.13,
0.145084
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25152, training loss: 0.15,
0.188856
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 25153, training loss: 0.19,
0.133769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25154, training loss: 0.13,
0.142279
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25155, training loss: 0.14,
0.257226
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25156, training loss: 0.26,
0.227881
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25157, training loss: 0.23,
0.157299
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 25158, training loss: 0.16,
0.162315
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25159, training loss: 0.16,
0.386378
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25160, training loss: 0.39,
0.150909
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 25161, training loss: 0.15,
0.186181
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25162, training loss: 0.19,
0.147511
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 25163, training loss: 0.15,
0.148014
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25164, training loss: 0.15,
0.12217
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25165, training loss: 0.12,
0.141414
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 25166, training loss: 0.14,
0.152322
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25167, training loss: 0.15,
0.145744
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25168, training loss: 0.15,
0.155285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 25169, training loss: 0.16,
0.165094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 25170, training loss: 0.17,
0.156618
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25171, training loss: 0.16,
0.176081
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25172, training loss: 0.18,
0.137702
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 25173, training loss: 0.14,
0.202843
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25174, training loss: 0.20,
0.14042
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25175, training loss: 0.14,
0.167257
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25176, training loss: 0.17,
0.13988
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 25177, training loss: 0.14,
0.135507
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 25178, training loss: 0.14,
0.125548
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25179, training loss: 0.13,
0.178439
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25180, training loss: 0.18,
0.14093
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25181, training loss: 0.14,
0.144672
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25182, training loss: 0.14,
0.176854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25183, training loss: 0.18,
0.168404
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25184, training loss: 0.17,
0.125799
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 25185, training loss: 0.13,
0.131292
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25186, training loss: 0.13,
0.148765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25187, training loss: 0.15,
0.16283
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25188, training loss: 0.16,
0.179139
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25189, training loss: 0.18,
0.134076
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 25190, training loss: 0.13,
0.139708
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25191, training loss: 0.14,
0.128259
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 25192, training loss: 0.13,
0.224796
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25193, training loss: 0.22,
0.131745
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25194, training loss: 0.13,
0.256932
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25195, training loss: 0.26,
0.146282
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 25196, training loss: 0.15,
0.13448
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25197, training loss: 0.13,
0.207815
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 25198, training loss: 0.21,
0.154366
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25199, training loss: 0.15,
0.157958
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 25200, training loss: 0.16,
0.141199
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 25201, training loss: 0.14,
0.147786
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 25202, training loss: 0.15,
0.218525
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25203, training loss: 0.22,
0.172959
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 25204, training loss: 0.17,
0.224335
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 25205, training loss: 0.22,
0.206104
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25206, training loss: 0.21,
0.156172
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25207, training loss: 0.16,
0.308835
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25208, training loss: 0.31,
0.3474
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25209, training loss: 0.35,
0.184907
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25210, training loss: 0.18,
0.22702
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25211, training loss: 0.23,
0.159006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 25212, training loss: 0.16,
0.216583
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 25213, training loss: 0.22,
0.14586
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25214, training loss: 0.15,
0.130527
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 25215, training loss: 0.13,
0.164591
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 25216, training loss: 0.16,
0.193774
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 25217, training loss: 0.19,
0.168153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25218, training loss: 0.17,
0.155747
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 25219, training loss: 0.16,
0.214212
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25220, training loss: 0.21,
0.161294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 25221, training loss: 0.16,
0.150429
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25222, training loss: 0.15,
0.135947
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 25223, training loss: 0.14,
0.157205
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25224, training loss: 0.16,
0.139549
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 25225, training loss: 0.14,
0.171178
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25226, training loss: 0.17,
0.19063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25227, training loss: 0.19,
0.333012
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25228, training loss: 0.33,
0.144689
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25229, training loss: 0.14,
0.150116
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25230, training loss: 0.15,
0.12016
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25231, training loss: 0.12,
0.143179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25232, training loss: 0.14,
0.151444
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 25233, training loss: 0.15,
0.176906
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 25234, training loss: 0.18,
0.166072
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25235, training loss: 0.17,
0.162066
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25236, training loss: 0.16,
0.175854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25237, training loss: 0.18,
0.153127
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 25238, training loss: 0.15,
0.19423
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25239, training loss: 0.19,
0.275277
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25240, training loss: 0.28,
0.121193
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 25241, training loss: 0.12,
0.153589
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 25242, training loss: 0.15,
0.152694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 25243, training loss: 0.15,
0.191667
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25244, training loss: 0.19,
0.156972
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25245, training loss: 0.16,
0.120798
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 25246, training loss: 0.12,
0.148645
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 88.4% 20 way one-shot learning accuracy
iteration 25247, training loss: 0.15,
0.163097
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 25248, training loss: 0.16,
0.128443
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25249, training loss: 0.13,
0.145426
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 25250, training loss: 0.15,
0.140611
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25251, training loss: 0.14,
0.141293
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 25252, training loss: 0.14,
0.173654
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 25253, training loss: 0.17,
0.131672
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25254, training loss: 0.13,
0.163071
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25255, training loss: 0.16,
0.141609
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25256, training loss: 0.14,
0.153783
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25257, training loss: 0.15,
0.162294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 25258, training loss: 0.16,
0.152291
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25259, training loss: 0.15,
0.150959
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 25260, training loss: 0.15,
0.12393
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25261, training loss: 0.12,
0.15095
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25262, training loss: 0.15,
0.254918
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25263, training loss: 0.25,
0.306669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 25264, training loss: 0.31,
0.153919
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25265, training loss: 0.15,
0.148524
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 25266, training loss: 0.15,
0.132939
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25267, training loss: 0.13,
0.152427
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25268, training loss: 0.15,
0.203602
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25269, training loss: 0.20,
0.156816
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25270, training loss: 0.16,
0.376788
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25271, training loss: 0.38,
0.145741
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25272, training loss: 0.15,
0.167563
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25273, training loss: 0.17,
0.137096
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 25274, training loss: 0.14,
0.166365
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25275, training loss: 0.17,
0.142296
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25276, training loss: 0.14,
0.249188
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25277, training loss: 0.25,
0.130444
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25278, training loss: 0.13,
0.168764
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25279, training loss: 0.17,
0.176914
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 25280, training loss: 0.18,
0.189781
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25281, training loss: 0.19,
0.200225
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 25282, training loss: 0.20,
0.144783
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25283, training loss: 0.14,
0.151119
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 25284, training loss: 0.15,
0.142319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25285, training loss: 0.14,
0.149938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25286, training loss: 0.15,
0.191152
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25287, training loss: 0.19,
0.157634
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25288, training loss: 0.16,
0.271688
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25289, training loss: 0.27,
0.157791
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25290, training loss: 0.16,
0.309742
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25291, training loss: 0.31,
0.130803
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 25292, training loss: 0.13,
0.127012
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 25293, training loss: 0.13,
0.139784
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25294, training loss: 0.14,
0.236282
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 25295, training loss: 0.24,
0.235326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25296, training loss: 0.24,
0.199219
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25297, training loss: 0.20,
0.183513
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25298, training loss: 0.18,
0.138883
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25299, training loss: 0.14,
0.192978
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25300, training loss: 0.19,
0.146735
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 25301, training loss: 0.15,
0.15387
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 25302, training loss: 0.15,
0.279664
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 25303, training loss: 0.28,
0.211645
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25304, training loss: 0.21,
0.189694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 25305, training loss: 0.19,
0.18048
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 25306, training loss: 0.18,
0.147979
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25307, training loss: 0.15,
0.14931
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25308, training loss: 0.15,
0.174578
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25309, training loss: 0.17,
0.123318
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25310, training loss: 0.12,
0.184543
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25311, training loss: 0.18,
0.211845
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25312, training loss: 0.21,
0.185521
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 25313, training loss: 0.19,
0.133791
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 25314, training loss: 0.13,
0.146899
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25315, training loss: 0.15,
0.133908
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25316, training loss: 0.13,
0.1503
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25317, training loss: 0.15,
0.154268
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 25318, training loss: 0.15,
0.142511
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25319, training loss: 0.14,
0.13177
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 25320, training loss: 0.13,
0.141937
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25321, training loss: 0.14,
0.204223
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 25322, training loss: 0.20,
0.183248
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25323, training loss: 0.18,
0.145068
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25324, training loss: 0.15,
0.122464
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25325, training loss: 0.12,
0.131386
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25326, training loss: 0.13,
0.149819
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25327, training loss: 0.15,
0.144417
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25328, training loss: 0.14,
0.185231
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25329, training loss: 0.19,
0.133237
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25330, training loss: 0.13,
0.141275
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 25331, training loss: 0.14,
0.223275
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25332, training loss: 0.22,
0.145374
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 25333, training loss: 0.15,
0.211738
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 25334, training loss: 0.21,
0.165865
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 25335, training loss: 0.17,
0.27643
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 25336, training loss: 0.28,
0.148994
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25337, training loss: 0.15,
0.209176
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25338, training loss: 0.21,
0.161673
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25339, training loss: 0.16,
0.148032
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25340, training loss: 0.15,
0.263606
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25341, training loss: 0.26,
0.132738
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25342, training loss: 0.13,
0.220491
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25343, training loss: 0.22,
0.137937
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25344, training loss: 0.14,
0.134337
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25345, training loss: 0.13,
0.165903
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25346, training loss: 0.17,
0.148885
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 25347, training loss: 0.15,
0.184497
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25348, training loss: 0.18,
0.150789
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25349, training loss: 0.15,
0.165089
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 25350, training loss: 0.17,
0.195081
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 88.0% 20 way one-shot learning accuracy
iteration 25351, training loss: 0.20,
0.157888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 25352, training loss: 0.16,
0.1531
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25353, training loss: 0.15,
0.14026
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25354, training loss: 0.14,
0.149713
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 25355, training loss: 0.15,
0.151828
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 25356, training loss: 0.15,
0.162067
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25357, training loss: 0.16,
0.132981
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 25358, training loss: 0.13,
0.169104
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25359, training loss: 0.17,
0.132748
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25360, training loss: 0.13,
0.152741
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25361, training loss: 0.15,
0.163004
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25362, training loss: 0.16,
0.147519
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25363, training loss: 0.15,
0.150623
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25364, training loss: 0.15,
0.126838
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 25365, training loss: 0.13,
0.172823
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25366, training loss: 0.17,
0.142854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25367, training loss: 0.14,
0.129094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 25368, training loss: 0.13,
0.159174
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 25369, training loss: 0.16,
0.154438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25370, training loss: 0.15,
0.138919
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25371, training loss: 0.14,
0.372594
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 25372, training loss: 0.37,
0.187259
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25373, training loss: 0.19,
0.128221
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25374, training loss: 0.13,
0.130876
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25375, training loss: 0.13,
0.185926
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25376, training loss: 0.19,
0.117038
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25377, training loss: 0.12,
0.249265
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25378, training loss: 0.25,
0.185602
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 25379, training loss: 0.19,
0.149536
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25380, training loss: 0.15,
0.136446
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 25381, training loss: 0.14,
0.156636
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 25382, training loss: 0.16,
0.163743
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 25383, training loss: 0.16,
0.188986
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25384, training loss: 0.19,
0.230028
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 25385, training loss: 0.23,
0.304607
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 25386, training loss: 0.30,
0.138154
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25387, training loss: 0.14,
0.168139
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 25388, training loss: 0.17,
0.137953
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25389, training loss: 0.14,
0.146658
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25390, training loss: 0.15,
0.150215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25391, training loss: 0.15,
0.143631
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25392, training loss: 0.14,
0.14163
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 25393, training loss: 0.14,
0.131443
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 25394, training loss: 0.13,
0.159988
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25395, training loss: 0.16,
0.167282
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25396, training loss: 0.17,
0.150868
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 25397, training loss: 0.15,
0.16862
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25398, training loss: 0.17,
0.238428
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25399, training loss: 0.24,
0.17829
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25400, training loss: 0.18,
0.185589
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 25401, training loss: 0.19,
0.203638
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 25402, training loss: 0.20,
0.17661
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25403, training loss: 0.18,
0.130556
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25404, training loss: 0.13,
0.166856
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25405, training loss: 0.17,
0.132101
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25406, training loss: 0.13,
0.13576
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25407, training loss: 0.14,
0.17092
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25408, training loss: 0.17,
0.173563
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25409, training loss: 0.17,
0.137565
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25410, training loss: 0.14,
0.124287
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 25411, training loss: 0.12,
0.205928
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25412, training loss: 0.21,
0.174146
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25413, training loss: 0.17,
0.242615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25414, training loss: 0.24,
0.161335
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 25415, training loss: 0.16,
0.201646
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 25416, training loss: 0.20,
0.176058
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25417, training loss: 0.18,
0.163483
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 25418, training loss: 0.16,
0.126386
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25419, training loss: 0.13,
0.17516
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25420, training loss: 0.18,
0.138111
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25421, training loss: 0.14,
0.289249
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25422, training loss: 0.29,
0.131358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25423, training loss: 0.13,
0.159237
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25424, training loss: 0.16,
0.183414
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 25425, training loss: 0.18,
0.120923
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25426, training loss: 0.12,
0.179559
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25427, training loss: 0.18,
0.271238
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25428, training loss: 0.27,
0.154636
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 25429, training loss: 0.15,
0.197305
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25430, training loss: 0.20,
0.17913
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25431, training loss: 0.18,
0.13787
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25432, training loss: 0.14,
0.181637
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 25433, training loss: 0.18,
0.123034
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25434, training loss: 0.12,
0.159652
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25435, training loss: 0.16,
0.150061
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25436, training loss: 0.15,
0.141538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 25437, training loss: 0.14,
0.271825
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25438, training loss: 0.27,
0.156981
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25439, training loss: 0.16,
0.136612
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25440, training loss: 0.14,
0.144002
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25441, training loss: 0.14,
0.187537
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 25442, training loss: 0.19,
0.144918
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25443, training loss: 0.14,
0.131251
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25444, training loss: 0.13,
0.121654
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 25445, training loss: 0.12,
0.122164
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 25446, training loss: 0.12,
0.233108
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25447, training loss: 0.23,
0.392141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25448, training loss: 0.39,
0.133072
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25449, training loss: 0.13,
0.13568
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25450, training loss: 0.14,
0.135805
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25451, training loss: 0.14,
0.140954
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25452, training loss: 0.14,
0.235965
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 25453, training loss: 0.24,
0.172638
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 25454, training loss: 0.17,
0.148981
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25455, training loss: 0.15,
0.200095
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 25456, training loss: 0.20,
0.122763
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25457, training loss: 0.12,
0.163323
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25458, training loss: 0.16,
0.164738
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25459, training loss: 0.16,
0.141247
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 25460, training loss: 0.14,
0.197584
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25461, training loss: 0.20,
0.136846
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 25462, training loss: 0.14,
0.244696
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25463, training loss: 0.24,
0.186598
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 25464, training loss: 0.19,
0.287268
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25465, training loss: 0.29,
0.168736
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25466, training loss: 0.17,
0.29427
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25467, training loss: 0.29,
0.173558
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 25468, training loss: 0.17,
0.171503
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25469, training loss: 0.17,
0.153822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25470, training loss: 0.15,
0.191958
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25471, training loss: 0.19,
0.149366
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 25472, training loss: 0.15,
0.37989
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 25473, training loss: 0.38,
0.232411
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25474, training loss: 0.23,
0.129926
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25475, training loss: 0.13,
0.145399
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25476, training loss: 0.15,
0.196927
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25477, training loss: 0.20,
0.134598
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 25478, training loss: 0.13,
0.132516
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 25479, training loss: 0.13,
0.202269
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 25480, training loss: 0.20,
0.148817
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 25481, training loss: 0.15,
0.183016
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25482, training loss: 0.18,
0.131564
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25483, training loss: 0.13,
0.134557
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25484, training loss: 0.13,
0.14315
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25485, training loss: 0.14,
0.146971
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25486, training loss: 0.15,
0.135508
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25487, training loss: 0.14,
0.179274
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 25488, training loss: 0.18,
0.175707
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 25489, training loss: 0.18,
0.131157
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25490, training loss: 0.13,
0.135322
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25491, training loss: 0.14,
0.131012
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25492, training loss: 0.13,
0.153161
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25493, training loss: 0.15,
0.176007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25494, training loss: 0.18,
0.187352
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25495, training loss: 0.19,
0.3176
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25496, training loss: 0.32,
0.137034
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 25497, training loss: 0.14,
0.243107
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 25498, training loss: 0.24,
0.142515
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25499, training loss: 0.14,
0.165498
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25500, training loss: 0.17,
0.124413
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 25501, training loss: 0.12,
0.184938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 25502, training loss: 0.18,
0.131032
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25503, training loss: 0.13,
0.194141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25504, training loss: 0.19,
0.141468
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25505, training loss: 0.14,
0.239268
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 25506, training loss: 0.24,
0.155541
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 25507, training loss: 0.16,
0.161192
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25508, training loss: 0.16,
0.159321
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25509, training loss: 0.16,
0.131373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25510, training loss: 0.13,
0.287759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25511, training loss: 0.29,
0.174981
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 25512, training loss: 0.17,
0.137257
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25513, training loss: 0.14,
0.144074
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 25514, training loss: 0.14,
0.155094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25515, training loss: 0.16,
0.181964
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 25516, training loss: 0.18,
0.184146
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25517, training loss: 0.18,
0.157301
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 25518, training loss: 0.16,
0.145769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25519, training loss: 0.15,
0.151209
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25520, training loss: 0.15,
0.129218
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25521, training loss: 0.13,
0.14301
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25522, training loss: 0.14,
0.123834
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25523, training loss: 0.12,
0.197034
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25524, training loss: 0.20,
0.140006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25525, training loss: 0.14,
0.127024
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25526, training loss: 0.13,
0.137168
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25527, training loss: 0.14,
0.128375
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25528, training loss: 0.13,
0.180807
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 25529, training loss: 0.18,
0.185331
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25530, training loss: 0.19,
0.150753
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25531, training loss: 0.15,
0.170154
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25532, training loss: 0.17,
0.141018
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25533, training loss: 0.14,
0.158269
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 25534, training loss: 0.16,
0.160114
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25535, training loss: 0.16,
0.115952
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25536, training loss: 0.12,
0.268725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25537, training loss: 0.27,
0.141231
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 25538, training loss: 0.14,
0.207551
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25539, training loss: 0.21,
0.124269
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 25540, training loss: 0.12,
0.13388
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25541, training loss: 0.13,
0.141373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 25542, training loss: 0.14,
0.182902
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25543, training loss: 0.18,
0.132024
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 25544, training loss: 0.13,
0.136563
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25545, training loss: 0.14,
0.151673
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25546, training loss: 0.15,
0.127142
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25547, training loss: 0.13,
0.196024
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25548, training loss: 0.20,
0.176455
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25549, training loss: 0.18,
0.443728
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 25550, training loss: 0.44,
0.118526
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25551, training loss: 0.12,
0.203342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25552, training loss: 0.20,
0.165258
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 25553, training loss: 0.17,
0.191051
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 25554, training loss: 0.19,
0.215302
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25555, training loss: 0.22,
0.124309
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25556, training loss: 0.12,
0.301413
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25557, training loss: 0.30,
0.207449
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 25558, training loss: 0.21,
0.125865
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25559, training loss: 0.13,
0.128359
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 25560, training loss: 0.13,
0.133806
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 25561, training loss: 0.13,
0.1417
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25562, training loss: 0.14,
0.127625
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25563, training loss: 0.13,
0.126106
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25564, training loss: 0.13,
0.147299
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25565, training loss: 0.15,
0.13367
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25566, training loss: 0.13,
0.193221
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 25567, training loss: 0.19,
0.137537
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25568, training loss: 0.14,
0.149545
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 25569, training loss: 0.15,
0.154476
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25570, training loss: 0.15,
0.149693
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 25571, training loss: 0.15,
0.167617
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 25572, training loss: 0.17,
0.137114
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25573, training loss: 0.14,
0.128439
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25574, training loss: 0.13,
0.153785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25575, training loss: 0.15,
0.161927
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 25576, training loss: 0.16,
0.138093
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25577, training loss: 0.14,
0.131044
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25578, training loss: 0.13,
0.204421
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25579, training loss: 0.20,
0.267762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25580, training loss: 0.27,
0.179823
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 25581, training loss: 0.18,
0.125882
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25582, training loss: 0.13,
0.13229
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 25583, training loss: 0.13,
0.134356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25584, training loss: 0.13,
0.16523
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 25585, training loss: 0.17,
0.209148
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25586, training loss: 0.21,
0.141308
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 25587, training loss: 0.14,
0.139792
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 25588, training loss: 0.14,
0.139048
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 25589, training loss: 0.14,
0.188285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25590, training loss: 0.19,
0.21203
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 25591, training loss: 0.21,
0.196622
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25592, training loss: 0.20,
0.147452
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 25593, training loss: 0.15,
0.172657
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 25594, training loss: 0.17,
0.135811
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25595, training loss: 0.14,
0.133583
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25596, training loss: 0.13,
0.127644
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 25597, training loss: 0.13,
0.128615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 25598, training loss: 0.13,
0.384626
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25599, training loss: 0.38,
0.198001
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25600, training loss: 0.20,
0.11813
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25601, training loss: 0.12,
0.219903
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 25602, training loss: 0.22,
0.132168
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25603, training loss: 0.13,
0.156546
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 25604, training loss: 0.16,
0.124074
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25605, training loss: 0.12,
0.129497
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 25606, training loss: 0.13,
0.141581
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25607, training loss: 0.14,
0.171734
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25608, training loss: 0.17,
0.132343
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25609, training loss: 0.13,
0.142691
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 25610, training loss: 0.14,
0.216152
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25611, training loss: 0.22,
0.135101
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25612, training loss: 0.14,
0.140809
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 25613, training loss: 0.14,
0.134981
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25614, training loss: 0.13,
0.139772
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 25615, training loss: 0.14,
0.142737
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25616, training loss: 0.14,
0.151059
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25617, training loss: 0.15,
0.124306
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25618, training loss: 0.12,
0.17501
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 25619, training loss: 0.18,
0.127506
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25620, training loss: 0.13,
0.128761
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 25621, training loss: 0.13,
0.135906
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25622, training loss: 0.14,
0.146304
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25623, training loss: 0.15,
0.179393
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25624, training loss: 0.18,
0.223199
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25625, training loss: 0.22,
0.149628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25626, training loss: 0.15,
0.142832
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25627, training loss: 0.14,
0.224125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25628, training loss: 0.22,
0.161857
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 25629, training loss: 0.16,
0.172425
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25630, training loss: 0.17,
0.116465
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25631, training loss: 0.12,
0.130047
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25632, training loss: 0.13,
0.132148
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25633, training loss: 0.13,
0.143348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 25634, training loss: 0.14,
0.159136
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 25635, training loss: 0.16,
0.212731
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 25636, training loss: 0.21,
0.197362
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25637, training loss: 0.20,
0.149149
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25638, training loss: 0.15,
0.138093
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25639, training loss: 0.14,
0.170187
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25640, training loss: 0.17,
0.128934
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25641, training loss: 0.13,
0.127743
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 25642, training loss: 0.13,
0.142893
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25643, training loss: 0.14,
0.173449
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25644, training loss: 0.17,
0.211785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25645, training loss: 0.21,
0.164027
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25646, training loss: 0.16,
0.16298
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 25647, training loss: 0.16,
0.153575
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 25648, training loss: 0.15,
0.147285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 25649, training loss: 0.15,
0.142694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25650, training loss: 0.14,
0.123405
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25651, training loss: 0.12,
0.272248
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25652, training loss: 0.27,
0.171567
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 25653, training loss: 0.17,
0.131556
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 25654, training loss: 0.13,
0.174482
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25655, training loss: 0.17,
0.208614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25656, training loss: 0.21,
0.136492
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25657, training loss: 0.14,
0.230322
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25658, training loss: 0.23,
0.150836
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 25659, training loss: 0.15,
0.149042
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25660, training loss: 0.15,
0.13462
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 25661, training loss: 0.13,
0.1974
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 25662, training loss: 0.20,
0.147649
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25663, training loss: 0.15,
0.179831
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25664, training loss: 0.18,
0.127559
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25665, training loss: 0.13,
0.172214
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25666, training loss: 0.17,
0.156524
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25667, training loss: 0.16,
0.133047
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25668, training loss: 0.13,
0.123886
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 25669, training loss: 0.12,
0.162225
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25670, training loss: 0.16,
0.118698
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25671, training loss: 0.12,
0.161283
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 25672, training loss: 0.16,
0.128626
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 25673, training loss: 0.13,
0.141543
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25674, training loss: 0.14,
0.136393
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25675, training loss: 0.14,
0.133949
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25676, training loss: 0.13,
0.170626
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25677, training loss: 0.17,
0.164263
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25678, training loss: 0.16,
0.171295
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 25679, training loss: 0.17,
0.128719
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 25680, training loss: 0.13,
0.237566
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25681, training loss: 0.24,
0.166216
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25682, training loss: 0.17,
0.245284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 25683, training loss: 0.25,
0.136871
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25684, training loss: 0.14,
0.203564
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25685, training loss: 0.20,
0.172534
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25686, training loss: 0.17,
0.127511
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25687, training loss: 0.13,
0.152978
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 25688, training loss: 0.15,
0.145458
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 25689, training loss: 0.15,
0.187762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25690, training loss: 0.19,
0.172335
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 25691, training loss: 0.17,
0.205807
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 25692, training loss: 0.21,
0.128956
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25693, training loss: 0.13,
0.140286
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 25694, training loss: 0.14,
0.228559
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25695, training loss: 0.23,
0.155299
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 25696, training loss: 0.16,
0.139589
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 25697, training loss: 0.14,
0.173908
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25698, training loss: 0.17,
0.17177
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25699, training loss: 0.17,
0.15128
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25700, training loss: 0.15,
0.273578
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25701, training loss: 0.27,
0.127251
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 25702, training loss: 0.13,
0.203393
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 25703, training loss: 0.20,
0.153613
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25704, training loss: 0.15,
0.14109
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 25705, training loss: 0.14,
0.118374
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 25706, training loss: 0.12,
0.168196
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25707, training loss: 0.17,
0.172652
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25708, training loss: 0.17,
0.158079
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25709, training loss: 0.16,
0.128244
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 25710, training loss: 0.13,
0.128336
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25711, training loss: 0.13,
0.130921
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25712, training loss: 0.13,
0.135627
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25713, training loss: 0.14,
0.138369
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25714, training loss: 0.14,
0.13907
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25715, training loss: 0.14,
0.137685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 25716, training loss: 0.14,
0.147253
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25717, training loss: 0.15,
0.140898
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25718, training loss: 0.14,
0.14499
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25719, training loss: 0.14,
0.232704
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25720, training loss: 0.23,
0.165193
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25721, training loss: 0.17,
0.225597
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25722, training loss: 0.23,
0.139731
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25723, training loss: 0.14,
0.257834
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25724, training loss: 0.26,
0.177469
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 25725, training loss: 0.18,
0.164262
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25726, training loss: 0.16,
0.138456
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 25727, training loss: 0.14,
0.125662
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 25728, training loss: 0.13,
0.135876
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 25729, training loss: 0.14,
0.141248
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25730, training loss: 0.14,
0.151966
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25731, training loss: 0.15,
0.133449
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25732, training loss: 0.13,
0.204041
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 25733, training loss: 0.20,
0.14457
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 25734, training loss: 0.14,
0.139458
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25735, training loss: 0.14,
0.127888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25736, training loss: 0.13,
0.146869
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25737, training loss: 0.15,
0.157417
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 25738, training loss: 0.16,
0.152485
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 25739, training loss: 0.15,
0.118133
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25740, training loss: 0.12,
0.126566
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 25741, training loss: 0.13,
0.156169
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 25742, training loss: 0.16,
0.13455
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25743, training loss: 0.13,
0.12085
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 25744, training loss: 0.12,
0.145171
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25745, training loss: 0.15,
0.34834
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25746, training loss: 0.35,
0.159057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 25747, training loss: 0.16,
0.41989
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25748, training loss: 0.42,
0.140146
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25749, training loss: 0.14,
0.143824
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25750, training loss: 0.14,
0.158035
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25751, training loss: 0.16,
0.116426
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25752, training loss: 0.12,
0.177405
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25753, training loss: 0.18,
0.203223
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 25754, training loss: 0.20,
0.134707
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 25755, training loss: 0.13,
0.159499
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25756, training loss: 0.16,
0.161252
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25757, training loss: 0.16,
0.148295
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25758, training loss: 0.15,
0.15054
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25759, training loss: 0.15,
0.206953
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25760, training loss: 0.21,
0.161592
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 25761, training loss: 0.16,
0.209609
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 25762, training loss: 0.21,
0.130374
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25763, training loss: 0.13,
0.149533
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25764, training loss: 0.15,
0.158571
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25765, training loss: 0.16,
0.134016
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25766, training loss: 0.13,
0.130577
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25767, training loss: 0.13,
0.151136
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25768, training loss: 0.15,
0.153973
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25769, training loss: 0.15,
0.191346
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25770, training loss: 0.19,
0.173964
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 25771, training loss: 0.17,
0.141317
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 25772, training loss: 0.14,
0.133839
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25773, training loss: 0.13,
0.168718
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25774, training loss: 0.17,
0.134342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25775, training loss: 0.13,
0.142442
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 25776, training loss: 0.14,
0.157468
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25777, training loss: 0.16,
0.135516
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 25778, training loss: 0.14,
0.176221
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25779, training loss: 0.18,
0.155398
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25780, training loss: 0.16,
0.118692
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 25781, training loss: 0.12,
0.134646
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 25782, training loss: 0.13,
0.134023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25783, training loss: 0.13,
0.119792
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25784, training loss: 0.12,
0.120525
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 88.0% 20 way one-shot learning accuracy
iteration 25785, training loss: 0.12,
0.143894
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25786, training loss: 0.14,
0.143194
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 25787, training loss: 0.14,
0.128085
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25788, training loss: 0.13,
0.14464
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25789, training loss: 0.14,
0.145505
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 25790, training loss: 0.15,
0.15419
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 25791, training loss: 0.15,
0.145573
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25792, training loss: 0.15,
0.150829
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25793, training loss: 0.15,
0.267423
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25794, training loss: 0.27,
0.18244
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 25795, training loss: 0.18,
0.145817
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25796, training loss: 0.15,
0.128267
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25797, training loss: 0.13,
0.195694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 88.0% 20 way one-shot learning accuracy
iteration 25798, training loss: 0.20,
0.131929
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 25799, training loss: 0.13,
0.130031
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25800, training loss: 0.13,
0.127262
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 25801, training loss: 0.13,
0.240427
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25802, training loss: 0.24,
0.124841
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25803, training loss: 0.12,
0.22442
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25804, training loss: 0.22,
0.134611
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 25805, training loss: 0.13,
0.142822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25806, training loss: 0.14,
0.128551
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25807, training loss: 0.13,
0.136896
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25808, training loss: 0.14,
0.29992
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 25809, training loss: 0.30,
0.169717
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25810, training loss: 0.17,
0.229985
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25811, training loss: 0.23,
0.195895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25812, training loss: 0.20,
0.145954
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25813, training loss: 0.15,
0.156974
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25814, training loss: 0.16,
0.15882
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25815, training loss: 0.16,
0.179113
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25816, training loss: 0.18,
0.190552
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 25817, training loss: 0.19,
0.219944
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 25818, training loss: 0.22,
0.191968
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25819, training loss: 0.19,
0.128919
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25820, training loss: 0.13,
0.124401
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 25821, training loss: 0.12,
0.19289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25822, training loss: 0.19,
0.175177
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 25823, training loss: 0.18,
0.274646
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25824, training loss: 0.27,
0.136304
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25825, training loss: 0.14,
0.192061
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25826, training loss: 0.19,
0.288559
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25827, training loss: 0.29,
0.123629
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 25828, training loss: 0.12,
0.160362
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 25829, training loss: 0.16,
0.17691
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25830, training loss: 0.18,
0.186014
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 25831, training loss: 0.19,
0.122655
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25832, training loss: 0.12,
0.167713
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25833, training loss: 0.17,
0.199843
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25834, training loss: 0.20,
0.340741
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25835, training loss: 0.34,
0.141183
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 25836, training loss: 0.14,
0.134172
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25837, training loss: 0.13,
0.153191
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25838, training loss: 0.15,
0.119477
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25839, training loss: 0.12,
0.134433
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25840, training loss: 0.13,
0.17502
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25841, training loss: 0.18,
0.168067
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25842, training loss: 0.17,
0.288644
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25843, training loss: 0.29,
0.146019
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25844, training loss: 0.15,
0.168217
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 25845, training loss: 0.17,
0.169434
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25846, training loss: 0.17,
0.150135
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 25847, training loss: 0.15,
0.175645
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25848, training loss: 0.18,
0.178263
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 25849, training loss: 0.18,
0.146935
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25850, training loss: 0.15,
0.224934
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25851, training loss: 0.22,
0.134187
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25852, training loss: 0.13,
0.227547
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25853, training loss: 0.23,
0.168301
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25854, training loss: 0.17,
0.123113
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 25855, training loss: 0.12,
0.165124
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25856, training loss: 0.17,
0.166482
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25857, training loss: 0.17,
0.151936
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 25858, training loss: 0.15,
0.191633
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25859, training loss: 0.19,
0.173071
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25860, training loss: 0.17,
0.237121
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25861, training loss: 0.24,
0.142677
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25862, training loss: 0.14,
0.15119
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25863, training loss: 0.15,
0.156284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 25864, training loss: 0.16,
0.125546
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 25865, training loss: 0.13,
0.146949
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25866, training loss: 0.15,
0.149082
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25867, training loss: 0.15,
0.134711
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 25868, training loss: 0.13,
0.343747
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25869, training loss: 0.34,
0.157389
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 25870, training loss: 0.16,
0.384501
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25871, training loss: 0.38,
0.146828
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25872, training loss: 0.15,
0.208729
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25873, training loss: 0.21,
0.142014
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 25874, training loss: 0.14,
0.225666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 25875, training loss: 0.23,
0.14392
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25876, training loss: 0.14,
0.16532
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25877, training loss: 0.17,
0.147144
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25878, training loss: 0.15,
0.342037
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 25879, training loss: 0.34,
0.155607
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 25880, training loss: 0.16,
0.144912
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 25881, training loss: 0.14,
0.142524
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25882, training loss: 0.14,
0.154364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25883, training loss: 0.15,
0.180938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25884, training loss: 0.18,
0.165946
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25885, training loss: 0.17,
0.141089
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25886, training loss: 0.14,
0.175289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 25887, training loss: 0.18,
0.276602
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 25888, training loss: 0.28,
0.14149
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25889, training loss: 0.14,
0.132697
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25890, training loss: 0.13,
0.133519
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25891, training loss: 0.13,
0.118031
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25892, training loss: 0.12,
0.215706
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25893, training loss: 0.22,
0.1418
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 25894, training loss: 0.14,
0.135391
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25895, training loss: 0.14,
0.147737
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25896, training loss: 0.15,
0.157439
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25897, training loss: 0.16,
0.149893
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25898, training loss: 0.15,
0.150333
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25899, training loss: 0.15,
0.145107
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25900, training loss: 0.15,
0.119785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25901, training loss: 0.12,
0.151463
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 25902, training loss: 0.15,
0.136188
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 25903, training loss: 0.14,
0.238538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25904, training loss: 0.24,
0.243197
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25905, training loss: 0.24,
0.122867
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25906, training loss: 0.12,
0.135678
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 25907, training loss: 0.14,
0.339763
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25908, training loss: 0.34,
0.128451
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25909, training loss: 0.13,
0.150719
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25910, training loss: 0.15,
0.148087
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25911, training loss: 0.15,
0.138916
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25912, training loss: 0.14,
0.169364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25913, training loss: 0.17,
0.15586
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25914, training loss: 0.16,
0.153956
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25915, training loss: 0.15,
0.131651
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25916, training loss: 0.13,
0.121489
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25917, training loss: 0.12,
0.297876
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25918, training loss: 0.30,
0.231078
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25919, training loss: 0.23,
0.158044
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 25920, training loss: 0.16,
0.151765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 25921, training loss: 0.15,
0.126814
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25922, training loss: 0.13,
0.154837
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25923, training loss: 0.15,
0.153524
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25924, training loss: 0.15,
0.227255
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25925, training loss: 0.23,
0.136925
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25926, training loss: 0.14,
0.131613
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25927, training loss: 0.13,
0.134112
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25928, training loss: 0.13,
0.262814
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 25929, training loss: 0.26,
0.148104
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25930, training loss: 0.15,
0.136431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25931, training loss: 0.14,
0.14313
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25932, training loss: 0.14,
0.161854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25933, training loss: 0.16,
0.198735
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25934, training loss: 0.20,
0.220358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 25935, training loss: 0.22,
0.134605
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 25936, training loss: 0.13,
0.194597
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25937, training loss: 0.19,
0.142901
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25938, training loss: 0.14,
0.23694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 25939, training loss: 0.24,
0.166386
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25940, training loss: 0.17,
0.132379
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 25941, training loss: 0.13,
0.225887
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25942, training loss: 0.23,
0.233041
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25943, training loss: 0.23,
0.155627
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25944, training loss: 0.16,
0.279742
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25945, training loss: 0.28,
0.186932
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25946, training loss: 0.19,
0.272822
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 25947, training loss: 0.27,
0.241891
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 25948, training loss: 0.24,
0.1448
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 25949, training loss: 0.14,
0.182854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 25950, training loss: 0.18,
0.162307
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25951, training loss: 0.16,
0.14576
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25952, training loss: 0.15,
0.325427
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25953, training loss: 0.33,
0.139259
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 25954, training loss: 0.14,
0.156955
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25955, training loss: 0.16,
0.203744
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25956, training loss: 0.20,
0.15395
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25957, training loss: 0.15,
0.142807
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25958, training loss: 0.14,
0.229907
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25959, training loss: 0.23,
0.184238
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 25960, training loss: 0.18,
0.164949
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25961, training loss: 0.16,
0.146532
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25962, training loss: 0.15,
0.170295
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25963, training loss: 0.17,
0.131067
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25964, training loss: 0.13,
0.160456
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25965, training loss: 0.16,
0.153527
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25966, training loss: 0.15,
0.134953
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25967, training loss: 0.13,
0.148623
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25968, training loss: 0.15,
0.129023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25969, training loss: 0.13,
0.161282
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 25970, training loss: 0.16,
0.146619
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 25971, training loss: 0.15,
0.153437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25972, training loss: 0.15,
0.179697
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 25973, training loss: 0.18,
0.132046
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 25974, training loss: 0.13,
0.168141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 25975, training loss: 0.17,
0.154407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25976, training loss: 0.15,
0.159792
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 25977, training loss: 0.16,
0.184753
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 25978, training loss: 0.18,
0.158287
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25979, training loss: 0.16,
0.254186
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 25980, training loss: 0.25,
0.1185
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 25981, training loss: 0.12,
0.168997
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 25982, training loss: 0.17,
0.141951
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 25983, training loss: 0.14,
0.133996
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 25984, training loss: 0.13,
0.143271
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 25985, training loss: 0.14,
0.299522
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 25986, training loss: 0.30,
0.158932
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25987, training loss: 0.16,
0.127891
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25988, training loss: 0.13,
0.136255
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 25989, training loss: 0.14,
0.146789
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25990, training loss: 0.15,
0.128236
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 25991, training loss: 0.13,
0.211117
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 88.0% 20 way one-shot learning accuracy
iteration 25992, training loss: 0.21,
0.17642
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 25993, training loss: 0.18,
0.167143
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 25994, training loss: 0.17,
0.213465
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 25995, training loss: 0.21,
0.138776
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 25996, training loss: 0.14,
0.12603
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25997, training loss: 0.13,
0.133694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 25998, training loss: 0.13,
0.175666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 25999, training loss: 0.18,
0.190706
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26000, training loss: 0.19,
0.146971
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 26001, training loss: 0.15,
0.17628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 26002, training loss: 0.18,
0.165747
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26003, training loss: 0.17,
0.149056
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26004, training loss: 0.15,
0.314361
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26005, training loss: 0.31,
0.125701
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26006, training loss: 0.13,
0.156266
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.8% 20 way one-shot learning accuracy
iteration 26007, training loss: 0.16,
0.1403
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 26008, training loss: 0.14,
0.200948
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 26009, training loss: 0.20,
0.18274
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26010, training loss: 0.18,
0.154922
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 26011, training loss: 0.15,
0.14721
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26012, training loss: 0.15,
0.145259
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26013, training loss: 0.15,
0.447048
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 26014, training loss: 0.45,
0.150986
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26015, training loss: 0.15,
0.146997
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 26016, training loss: 0.15,
0.135398
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 26017, training loss: 0.14,
0.126474
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26018, training loss: 0.13,
0.162787
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26019, training loss: 0.16,
0.247241
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 26020, training loss: 0.25,
0.173404
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26021, training loss: 0.17,
0.165714
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 26022, training loss: 0.17,
0.198669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 26023, training loss: 0.20,
0.230919
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26024, training loss: 0.23,
0.17757
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26025, training loss: 0.18,
0.121999
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 26026, training loss: 0.12,
0.376374
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26027, training loss: 0.38,
0.19806
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 26028, training loss: 0.20,
0.15892
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 26029, training loss: 0.16,
0.166985
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26030, training loss: 0.17,
0.167292
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26031, training loss: 0.17,
0.14388
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 26032, training loss: 0.14,
0.152018
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 26033, training loss: 0.15,
0.147281
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26034, training loss: 0.15,
0.131949
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26035, training loss: 0.13,
0.127092
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 26036, training loss: 0.13,
0.14173
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 26037, training loss: 0.14,
0.148212
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 26038, training loss: 0.15,
0.139643
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 26039, training loss: 0.14,
0.176438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 26040, training loss: 0.18,
0.167248
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26041, training loss: 0.17,
0.177138
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 26042, training loss: 0.18,
0.178256
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 26043, training loss: 0.18,
0.196122
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26044, training loss: 0.20,
0.162746
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 26045, training loss: 0.16,
0.168033
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26046, training loss: 0.17,
0.190103
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 26047, training loss: 0.19,
0.123292
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26048, training loss: 0.12,
0.118907
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26049, training loss: 0.12,
0.128608
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26050, training loss: 0.13,
0.133457
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26051, training loss: 0.13,
0.144314
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 26052, training loss: 0.14,
0.20879
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 26053, training loss: 0.21,
0.146959
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26054, training loss: 0.15,
0.136978
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26055, training loss: 0.14,
0.15401
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 26056, training loss: 0.15,
0.16023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 26057, training loss: 0.16,
0.309242
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26058, training loss: 0.31,
0.151034
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 26059, training loss: 0.15,
0.153587
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26060, training loss: 0.15,
0.1565
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26061, training loss: 0.16,
0.143608
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 26062, training loss: 0.14,
0.147316
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 26063, training loss: 0.15,
0.162313
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 26064, training loss: 0.16,
0.132573
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26065, training loss: 0.13,
0.150289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26066, training loss: 0.15,
0.164717
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26067, training loss: 0.16,
0.142876
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26068, training loss: 0.14,
0.135491
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26069, training loss: 0.14,
0.145049
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26070, training loss: 0.15,
0.174594
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26071, training loss: 0.17,
0.177208
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26072, training loss: 0.18,
0.157342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26073, training loss: 0.16,
0.183049
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26074, training loss: 0.18,
0.139681
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 26075, training loss: 0.14,
0.2549
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26076, training loss: 0.25,
0.185978
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26077, training loss: 0.19,
0.192593
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 26078, training loss: 0.19,
0.141923
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26079, training loss: 0.14,
0.135945
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 26080, training loss: 0.14,
0.163483
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26081, training loss: 0.16,
0.155694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26082, training loss: 0.16,
0.201149
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 26083, training loss: 0.20,
0.241358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26084, training loss: 0.24,
0.22168
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 26085, training loss: 0.22,
0.196783
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 26086, training loss: 0.20,
0.133429
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 26087, training loss: 0.13,
0.284064
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 26088, training loss: 0.28,
0.160622
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 26089, training loss: 0.16,
0.128177
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 26090, training loss: 0.13,
0.155158
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26091, training loss: 0.16,
0.146715
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26092, training loss: 0.15,
0.1337
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 26093, training loss: 0.13,
0.186771
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26094, training loss: 0.19,
0.194869
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26095, training loss: 0.19,
0.146237
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26096, training loss: 0.15,
0.160074
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 26097, training loss: 0.16,
0.131772
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 26098, training loss: 0.13,
0.134557
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26099, training loss: 0.13,
0.175079
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26100, training loss: 0.18,
0.229709
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26101, training loss: 0.23,
0.166003
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26102, training loss: 0.17,
0.191416
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26103, training loss: 0.19,
0.196255
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 26104, training loss: 0.20,
0.154622
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26105, training loss: 0.15,
0.148873
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26106, training loss: 0.15,
0.13289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 26107, training loss: 0.13,
0.157295
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26108, training loss: 0.16,
0.155643
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26109, training loss: 0.16,
0.139946
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 26110, training loss: 0.14,
0.230217
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 26111, training loss: 0.23,
0.151636
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 26112, training loss: 0.15,
0.167193
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26113, training loss: 0.17,
0.141158
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26114, training loss: 0.14,
0.161534
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26115, training loss: 0.16,
0.131863
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 26116, training loss: 0.13,
0.135293
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26117, training loss: 0.14,
0.167032
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 26118, training loss: 0.17,
0.127108
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 26119, training loss: 0.13,
0.145998
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26120, training loss: 0.15,
0.222492
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26121, training loss: 0.22,
0.176016
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26122, training loss: 0.18,
0.130199
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26123, training loss: 0.13,
0.1734
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 26124, training loss: 0.17,
0.213825
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26125, training loss: 0.21,
0.134257
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 26126, training loss: 0.13,
0.144042
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 26127, training loss: 0.14,
0.181814
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 26128, training loss: 0.18,
0.190413
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26129, training loss: 0.19,
0.188744
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 26130, training loss: 0.19,
0.163677
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26131, training loss: 0.16,
0.178492
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 26132, training loss: 0.18,
0.173881
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26133, training loss: 0.17,
0.153392
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 26134, training loss: 0.15,
0.198789
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26135, training loss: 0.20,
0.150967
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 26136, training loss: 0.15,
0.199773
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26137, training loss: 0.20,
0.248011
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26138, training loss: 0.25,
0.161305
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 26139, training loss: 0.16,
0.147151
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26140, training loss: 0.15,
0.198058
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26141, training loss: 0.20,
0.149877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 26142, training loss: 0.15,
0.173321
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 26143, training loss: 0.17,
0.240376
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26144, training loss: 0.24,
0.135459
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26145, training loss: 0.14,
0.387987
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26146, training loss: 0.39,
0.489115
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26147, training loss: 0.49,
0.149856
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 26148, training loss: 0.15,
0.14466
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26149, training loss: 0.14,
0.129239
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 26150, training loss: 0.13,
0.152788
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26151, training loss: 0.15,
0.145202
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 26152, training loss: 0.15,
0.143151
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 26153, training loss: 0.14,
0.126857
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26154, training loss: 0.13,
0.18481
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 26155, training loss: 0.18,
0.128706
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 26156, training loss: 0.13,
0.12695
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 26157, training loss: 0.13,
0.146088
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26158, training loss: 0.15,
0.141024
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26159, training loss: 0.14,
0.285027
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 26160, training loss: 0.29,
0.150558
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26161, training loss: 0.15,
0.186918
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 26162, training loss: 0.19,
0.126409
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26163, training loss: 0.13,
0.143111
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26164, training loss: 0.14,
0.150917
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26165, training loss: 0.15,
0.173291
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26166, training loss: 0.17,
0.16602
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26167, training loss: 0.17,
0.278017
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 26168, training loss: 0.28,
0.127099
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 26169, training loss: 0.13,
0.15964
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 26170, training loss: 0.16,
0.255615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 26171, training loss: 0.26,
0.273453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 26172, training loss: 0.27,
0.241499
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26173, training loss: 0.24,
0.129603
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26174, training loss: 0.13,
0.123366
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26175, training loss: 0.12,
0.134697
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26176, training loss: 0.13,
0.13194
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 26177, training loss: 0.13,
0.133802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26178, training loss: 0.13,
0.331385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 26179, training loss: 0.33,
0.202815
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26180, training loss: 0.20,
0.156007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 26181, training loss: 0.16,
0.187886
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26182, training loss: 0.19,
0.318888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26183, training loss: 0.32,
0.157725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 26184, training loss: 0.16,
0.147247
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26185, training loss: 0.15,
0.12915
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 26186, training loss: 0.13,
0.138233
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 26187, training loss: 0.14,
0.137578
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26188, training loss: 0.14,
0.14141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26189, training loss: 0.14,
0.169504
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 26190, training loss: 0.17,
0.150627
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26191, training loss: 0.15,
0.135313
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 26192, training loss: 0.14,
0.137085
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26193, training loss: 0.14,
0.189497
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 26194, training loss: 0.19,
0.13284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26195, training loss: 0.13,
0.1249
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 26196, training loss: 0.12,
0.123492
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26197, training loss: 0.12,
0.14735
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26198, training loss: 0.15,
0.12571
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 26199, training loss: 0.13,
0.201787
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26200, training loss: 0.20,
0.145369
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26201, training loss: 0.15,
0.204885
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26202, training loss: 0.20,
0.129039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 26203, training loss: 0.13,
0.197861
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 26204, training loss: 0.20,
0.173644
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26205, training loss: 0.17,
0.284966
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 26206, training loss: 0.28,
0.174434
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26207, training loss: 0.17,
0.2244
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 26208, training loss: 0.22,
0.266932
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26209, training loss: 0.27,
0.193957
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26210, training loss: 0.19,
0.141929
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 26211, training loss: 0.14,
0.190423
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 26212, training loss: 0.19,
0.343411
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26213, training loss: 0.34,
0.171173
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 26214, training loss: 0.17,
0.163351
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26215, training loss: 0.16,
0.154322
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26216, training loss: 0.15,
0.162269
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 88.8% 20 way one-shot learning accuracy
iteration 26217, training loss: 0.16,
0.154915
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26218, training loss: 0.15,
0.151731
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 26219, training loss: 0.15,
0.193489
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 26220, training loss: 0.19,
0.161934
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26221, training loss: 0.16,
0.195405
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 26222, training loss: 0.20,
0.140905
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26223, training loss: 0.14,
0.141709
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26224, training loss: 0.14,
0.247374
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26225, training loss: 0.25,
0.139185
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26226, training loss: 0.14,
0.170526
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 26227, training loss: 0.17,
0.190105
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26228, training loss: 0.19,
0.147388
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26229, training loss: 0.15,
0.225189
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 26230, training loss: 0.23,
0.17002
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26231, training loss: 0.17,
0.152647
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26232, training loss: 0.15,
0.257946
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 26233, training loss: 0.26,
0.177567
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 26234, training loss: 0.18,
0.160787
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26235, training loss: 0.16,
0.151707
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 26236, training loss: 0.15,
0.21568
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26237, training loss: 0.22,
0.243563
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 26238, training loss: 0.24,
0.147357
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 26239, training loss: 0.15,
0.190974
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26240, training loss: 0.19,
0.165366
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26241, training loss: 0.17,
0.190039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26242, training loss: 0.19,
0.146897
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 26243, training loss: 0.15,
0.180099
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26244, training loss: 0.18,
0.166899
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26245, training loss: 0.17,
0.277474
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 26246, training loss: 0.28,
0.126476
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 26247, training loss: 0.13,
0.14453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 26248, training loss: 0.14,
0.156845
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26249, training loss: 0.16,
0.406453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 26250, training loss: 0.41,
0.157666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26251, training loss: 0.16,
0.149886
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26252, training loss: 0.15,
0.253174
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26253, training loss: 0.25,
0.209537
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26254, training loss: 0.21,
0.145117
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26255, training loss: 0.15,
0.242292
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26256, training loss: 0.24,
0.16628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 26257, training loss: 0.17,
0.168825
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26258, training loss: 0.17,
0.165927
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26259, training loss: 0.17,
0.201898
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26260, training loss: 0.20,
0.140053
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26261, training loss: 0.14,
0.180645
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26262, training loss: 0.18,
0.163311
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26263, training loss: 0.16,
0.149318
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26264, training loss: 0.15,
0.180718
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26265, training loss: 0.18,
0.136846
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26266, training loss: 0.14,
0.133042
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26267, training loss: 0.13,
0.169047
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26268, training loss: 0.17,
0.24944
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 26269, training loss: 0.25,
0.176017
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 26270, training loss: 0.18,
0.199895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26271, training loss: 0.20,
0.210997
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 26272, training loss: 0.21,
0.145742
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 26273, training loss: 0.15,
0.131394
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26274, training loss: 0.13,
0.172726
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 26275, training loss: 0.17,
0.149168
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26276, training loss: 0.15,
0.21859
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 26277, training loss: 0.22,
0.227235
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 26278, training loss: 0.23,
0.155379
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26279, training loss: 0.16,
0.187519
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 26280, training loss: 0.19,
0.143666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26281, training loss: 0.14,
0.239902
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26282, training loss: 0.24,
0.133515
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26283, training loss: 0.13,
0.153173
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26284, training loss: 0.15,
0.127956
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26285, training loss: 0.13,
0.172969
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 26286, training loss: 0.17,
0.138836
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 26287, training loss: 0.14,
0.199687
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26288, training loss: 0.20,
0.132057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26289, training loss: 0.13,
0.125637
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 26290, training loss: 0.13,
0.188601
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26291, training loss: 0.19,
0.158666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 26292, training loss: 0.16,
0.128289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26293, training loss: 0.13,
0.201511
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 26294, training loss: 0.20,
0.141287
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26295, training loss: 0.14,
0.243582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 26296, training loss: 0.24,
0.155049
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26297, training loss: 0.16,
0.12726
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26298, training loss: 0.13,
0.134547
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26299, training loss: 0.13,
0.35211
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26300, training loss: 0.35,
0.142276
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26301, training loss: 0.14,
0.142011
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26302, training loss: 0.14,
0.122137
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26303, training loss: 0.12,
0.133097
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26304, training loss: 0.13,
0.185605
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26305, training loss: 0.19,
0.143796
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26306, training loss: 0.14,
0.15621
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26307, training loss: 0.16,
0.127145
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 26308, training loss: 0.13,
0.221267
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 26309, training loss: 0.22,
0.216562
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26310, training loss: 0.22,
0.137343
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26311, training loss: 0.14,
0.148192
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 26312, training loss: 0.15,
0.149457
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26313, training loss: 0.15,
0.133988
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26314, training loss: 0.13,
0.201779
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26315, training loss: 0.20,
0.193805
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 26316, training loss: 0.19,
0.142743
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 26317, training loss: 0.14,
0.152743
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26318, training loss: 0.15,
0.134016
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 26319, training loss: 0.13,
0.180927
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26320, training loss: 0.18,
0.130429
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26321, training loss: 0.13,
0.131965
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 26322, training loss: 0.13,
0.215371
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 26323, training loss: 0.22,
0.163143
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 26324, training loss: 0.16,
0.159229
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 26325, training loss: 0.16,
0.176979
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26326, training loss: 0.18,
0.124098
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26327, training loss: 0.12,
0.219226
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26328, training loss: 0.22,
0.128401
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 26329, training loss: 0.13,
0.144058
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 26330, training loss: 0.14,
0.198301
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26331, training loss: 0.20,
0.166933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 26332, training loss: 0.17,
0.141447
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 26333, training loss: 0.14,
0.192191
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26334, training loss: 0.19,
0.223014
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26335, training loss: 0.22,
0.129948
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26336, training loss: 0.13,
0.129885
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26337, training loss: 0.13,
0.155355
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26338, training loss: 0.16,
0.136921
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 26339, training loss: 0.14,
0.203827
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26340, training loss: 0.20,
0.132107
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26341, training loss: 0.13,
0.190682
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 26342, training loss: 0.19,
0.121477
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26343, training loss: 0.12,
0.329728
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26344, training loss: 0.33,
0.26476
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26345, training loss: 0.26,
0.127307
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26346, training loss: 0.13,
0.188072
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26347, training loss: 0.19,
0.153144
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26348, training loss: 0.15,
0.129523
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 26349, training loss: 0.13,
0.122418
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 26350, training loss: 0.12,
0.122746
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26351, training loss: 0.12,
0.255078
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 26352, training loss: 0.26,
0.182141
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 26353, training loss: 0.18,
0.129185
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 26354, training loss: 0.13,
0.191702
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 26355, training loss: 0.19,
0.144503
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26356, training loss: 0.14,
0.254598
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26357, training loss: 0.25,
0.178798
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 26358, training loss: 0.18,
0.204892
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26359, training loss: 0.20,
0.115021
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26360, training loss: 0.12,
0.130606
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26361, training loss: 0.13,
0.19533
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 26362, training loss: 0.20,
0.396896
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26363, training loss: 0.40,
0.154663
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26364, training loss: 0.15,
0.134115
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26365, training loss: 0.13,
0.157046
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26366, training loss: 0.16,
0.138641
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26367, training loss: 0.14,
0.181677
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26368, training loss: 0.18,
0.170482
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26369, training loss: 0.17,
0.15636
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 88.0% 20 way one-shot learning accuracy
iteration 26370, training loss: 0.16,
0.176011
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26371, training loss: 0.18,
0.130066
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26372, training loss: 0.13,
0.163671
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26373, training loss: 0.16,
0.168429
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26374, training loss: 0.17,
0.231056
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26375, training loss: 0.23,
0.176283
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 26376, training loss: 0.18,
0.123039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26377, training loss: 0.12,
0.249209
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26378, training loss: 0.25,
0.162843
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 26379, training loss: 0.16,
0.174455
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26380, training loss: 0.17,
0.118941
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 26381, training loss: 0.12,
0.140956
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26382, training loss: 0.14,
0.143268
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 26383, training loss: 0.14,
0.413174
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26384, training loss: 0.41,
0.165801
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 26385, training loss: 0.17,
0.144498
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26386, training loss: 0.14,
0.211515
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26387, training loss: 0.21,
0.13769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26388, training loss: 0.14,
0.227015
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26389, training loss: 0.23,
0.168359
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26390, training loss: 0.17,
0.13869
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 26391, training loss: 0.14,
0.13048
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26392, training loss: 0.13,
0.185815
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26393, training loss: 0.19,
0.130126
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 26394, training loss: 0.13,
0.194754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26395, training loss: 0.19,
0.122758
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26396, training loss: 0.12,
0.171387
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26397, training loss: 0.17,
0.241435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26398, training loss: 0.24,
0.143039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26399, training loss: 0.14,
0.190702
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 26400, training loss: 0.19,
0.172448
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 26401, training loss: 0.17,
0.130329
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 26402, training loss: 0.13,
0.206054
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 26403, training loss: 0.21,
0.148991
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 26404, training loss: 0.15,
0.21966
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26405, training loss: 0.22,
0.183961
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26406, training loss: 0.18,
0.157876
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 26407, training loss: 0.16,
0.155405
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26408, training loss: 0.16,
0.194636
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26409, training loss: 0.19,
0.182861
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 26410, training loss: 0.18,
0.156508
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 26411, training loss: 0.16,
0.154133
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26412, training loss: 0.15,
0.151636
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 26413, training loss: 0.15,
0.11912
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 26414, training loss: 0.12,
0.126226
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26415, training loss: 0.13,
0.15302
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 26416, training loss: 0.15,
0.177884
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 26417, training loss: 0.18,
0.411128
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26418, training loss: 0.41,
0.127584
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 26419, training loss: 0.13,
0.1441
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 26420, training loss: 0.14,
0.136469
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26421, training loss: 0.14,
0.132012
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26422, training loss: 0.13,
0.221288
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26423, training loss: 0.22,
0.175226
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26424, training loss: 0.18,
0.171275
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 26425, training loss: 0.17,
0.135332
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26426, training loss: 0.14,
0.164505
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26427, training loss: 0.16,
0.129847
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26428, training loss: 0.13,
0.157051
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26429, training loss: 0.16,
0.172737
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 26430, training loss: 0.17,
0.176457
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26431, training loss: 0.18,
0.209679
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 26432, training loss: 0.21,
0.211372
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26433, training loss: 0.21,
0.123959
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26434, training loss: 0.12,
0.132343
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26435, training loss: 0.13,
0.132395
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 26436, training loss: 0.13,
0.174082
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 26437, training loss: 0.17,
0.184658
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26438, training loss: 0.18,
0.172168
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26439, training loss: 0.17,
0.2004
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 26440, training loss: 0.20,
0.169966
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 26441, training loss: 0.17,
0.134534
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26442, training loss: 0.13,
0.258741
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26443, training loss: 0.26,
0.163421
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26444, training loss: 0.16,
0.161476
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 26445, training loss: 0.16,
0.140867
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26446, training loss: 0.14,
0.227921
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26447, training loss: 0.23,
0.294131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26448, training loss: 0.29,
0.169374
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 26449, training loss: 0.17,
0.124219
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 26450, training loss: 0.12,
0.123703
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26451, training loss: 0.12,
0.280129
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 26452, training loss: 0.28,
0.205881
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26453, training loss: 0.21,
0.130528
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26454, training loss: 0.13,
0.144549
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26455, training loss: 0.14,
0.267437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26456, training loss: 0.27,
0.231662
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 26457, training loss: 0.23,
0.125965
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26458, training loss: 0.13,
0.145962
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 26459, training loss: 0.15,
0.138405
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 26460, training loss: 0.14,
0.17259
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 26461, training loss: 0.17,
0.143597
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26462, training loss: 0.14,
0.142518
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26463, training loss: 0.14,
0.164134
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 26464, training loss: 0.16,
0.178234
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26465, training loss: 0.18,
0.143813
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 26466, training loss: 0.14,
0.180966
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 26467, training loss: 0.18,
0.130443
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 26468, training loss: 0.13,
0.136138
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26469, training loss: 0.14,
0.125941
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26470, training loss: 0.13,
0.135281
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 26471, training loss: 0.14,
0.155936
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 26472, training loss: 0.16,
0.131755
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 26473, training loss: 0.13,
0.135291
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26474, training loss: 0.14,
0.179528
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 26475, training loss: 0.18,
0.136424
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26476, training loss: 0.14,
0.173948
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26477, training loss: 0.17,
0.126962
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26478, training loss: 0.13,
0.142039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 26479, training loss: 0.14,
0.146878
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 26480, training loss: 0.15,
0.132596
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26481, training loss: 0.13,
0.133514
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26482, training loss: 0.13,
0.11824
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26483, training loss: 0.12,
0.160836
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 26484, training loss: 0.16,
0.225007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26485, training loss: 0.23,
0.266516
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26486, training loss: 0.27,
0.149996
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26487, training loss: 0.15,
0.129475
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26488, training loss: 0.13,
0.220031
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26489, training loss: 0.22,
0.130745
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 26490, training loss: 0.13,
0.266409
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26491, training loss: 0.27,
0.119789
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26492, training loss: 0.12,
0.132734
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 26493, training loss: 0.13,
0.224986
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26494, training loss: 0.22,
0.181102
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 26495, training loss: 0.18,
0.145132
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 26496, training loss: 0.15,
0.133595
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26497, training loss: 0.13,
0.180878
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26498, training loss: 0.18,
0.168824
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26499, training loss: 0.17,
0.129366
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26500, training loss: 0.13,
0.171009
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 26501, training loss: 0.17,
0.233491
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26502, training loss: 0.23,
0.229669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 26503, training loss: 0.23,
0.117083
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26504, training loss: 0.12,
0.141673
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 26505, training loss: 0.14,
0.167404
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26506, training loss: 0.17,
0.160982
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 26507, training loss: 0.16,
0.184162
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26508, training loss: 0.18,
0.372649
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26509, training loss: 0.37,
0.190595
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 26510, training loss: 0.19,
0.231243
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26511, training loss: 0.23,
0.139097
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26512, training loss: 0.14,
0.228938
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26513, training loss: 0.23,
0.14665
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26514, training loss: 0.15,
0.192457
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26515, training loss: 0.19,
0.13005
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26516, training loss: 0.13,
0.150184
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 26517, training loss: 0.15,
0.145251
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26518, training loss: 0.15,
0.197958
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 26519, training loss: 0.20,
0.130372
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26520, training loss: 0.13,
0.175637
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26521, training loss: 0.18,
0.121605
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 26522, training loss: 0.12,
0.280662
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26523, training loss: 0.28,
0.229275
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26524, training loss: 0.23,
0.145288
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26525, training loss: 0.15,
0.138626
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26526, training loss: 0.14,
0.148093
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 26527, training loss: 0.15,
0.194185
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26528, training loss: 0.19,
0.153889
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26529, training loss: 0.15,
0.173241
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 26530, training loss: 0.17,
0.139441
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 26531, training loss: 0.14,
0.154318
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26532, training loss: 0.15,
0.264187
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26533, training loss: 0.26,
0.174455
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 26534, training loss: 0.17,
0.194012
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 26535, training loss: 0.19,
0.127208
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 26536, training loss: 0.13,
0.192865
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26537, training loss: 0.19,
0.165667
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 26538, training loss: 0.17,
0.135027
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 26539, training loss: 0.14,
0.171961
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26540, training loss: 0.17,
0.248265
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26541, training loss: 0.25,
0.171501
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26542, training loss: 0.17,
0.134514
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 26543, training loss: 0.13,
0.122615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26544, training loss: 0.12,
0.202153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.6% 20 way one-shot learning accuracy
iteration 26545, training loss: 0.20,
0.241019
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 26546, training loss: 0.24,
0.209346
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26547, training loss: 0.21,
0.131787
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26548, training loss: 0.13,
0.138595
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26549, training loss: 0.14,
0.142856
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 26550, training loss: 0.14,
0.197397
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26551, training loss: 0.20,
0.182258
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26552, training loss: 0.18,
0.163496
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 26553, training loss: 0.16,
0.142986
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26554, training loss: 0.14,
0.223564
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26555, training loss: 0.22,
0.14717
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 26556, training loss: 0.15,
0.165509
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 26557, training loss: 0.17,
0.181304
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26558, training loss: 0.18,
0.142728
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 26559, training loss: 0.14,
0.15668
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 26560, training loss: 0.16,
0.140021
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26561, training loss: 0.14,
0.13621
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26562, training loss: 0.14,
0.13478
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26563, training loss: 0.13,
0.132971
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26564, training loss: 0.13,
0.181987
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 26565, training loss: 0.18,
0.211258
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 26566, training loss: 0.21,
0.223791
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 26567, training loss: 0.22,
0.117361
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 26568, training loss: 0.12,
0.203795
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 26569, training loss: 0.20,
0.131773
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26570, training loss: 0.13,
0.139606
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 26571, training loss: 0.14,
0.156376
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26572, training loss: 0.16,
0.13309
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26573, training loss: 0.13,
0.125719
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26574, training loss: 0.13,
0.210557
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26575, training loss: 0.21,
0.158052
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 26576, training loss: 0.16,
0.149486
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26577, training loss: 0.15,
0.180568
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26578, training loss: 0.18,
0.393024
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 26579, training loss: 0.39,
0.143818
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26580, training loss: 0.14,
0.149881
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26581, training loss: 0.15,
0.273272
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26582, training loss: 0.27,
0.163057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 26583, training loss: 0.16,
0.190574
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26584, training loss: 0.19,
0.158607
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 26585, training loss: 0.16,
0.132746
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 26586, training loss: 0.13,
0.145435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 26587, training loss: 0.15,
0.153958
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26588, training loss: 0.15,
0.202501
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26589, training loss: 0.20,
0.130827
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26590, training loss: 0.13,
0.149848
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 26591, training loss: 0.15,
0.154767
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26592, training loss: 0.15,
0.173234
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26593, training loss: 0.17,
0.136291
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26594, training loss: 0.14,
0.133034
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 26595, training loss: 0.13,
0.128489
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 26596, training loss: 0.13,
0.134769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 26597, training loss: 0.13,
0.168509
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26598, training loss: 0.17,
0.13066
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 26599, training loss: 0.13,
0.155754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26600, training loss: 0.16,
0.121422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 26601, training loss: 0.12,
0.133717
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 26602, training loss: 0.13,
0.128494
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26603, training loss: 0.13,
0.297805
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26604, training loss: 0.30,
0.139488
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 26605, training loss: 0.14,
0.196263
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26606, training loss: 0.20,
0.206292
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26607, training loss: 0.21,
0.147518
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26608, training loss: 0.15,
0.144422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 26609, training loss: 0.14,
0.118033
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26610, training loss: 0.12,
0.179717
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 26611, training loss: 0.18,
0.142913
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 26612, training loss: 0.14,
0.16349
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 26613, training loss: 0.16,
0.146064
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 26614, training loss: 0.15,
0.157243
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 26615, training loss: 0.16,
0.179364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26616, training loss: 0.18,
0.131357
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 26617, training loss: 0.13,
0.188
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26618, training loss: 0.19,
0.203029
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26619, training loss: 0.20,
0.140018
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26620, training loss: 0.14,
0.132865
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 26621, training loss: 0.13,
0.179052
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 26622, training loss: 0.18,
0.15201
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26623, training loss: 0.15,
0.128786
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26624, training loss: 0.13,
0.155932
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 26625, training loss: 0.16,
0.131643
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26626, training loss: 0.13,
0.231197
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 26627, training loss: 0.23,
0.140197
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 26628, training loss: 0.14,
0.202791
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26629, training loss: 0.20,
0.131828
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26630, training loss: 0.13,
0.249453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26631, training loss: 0.25,
0.136404
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26632, training loss: 0.14,
0.168206
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 26633, training loss: 0.17,
0.181464
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26634, training loss: 0.18,
0.212762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26635, training loss: 0.21,
0.148866
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 26636, training loss: 0.15,
0.128127
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 26637, training loss: 0.13,
0.22797
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26638, training loss: 0.23,
0.222671
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26639, training loss: 0.22,
0.158678
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 26640, training loss: 0.16,
0.200754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 26641, training loss: 0.20,
0.203209
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 26642, training loss: 0.20,
0.133921
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26643, training loss: 0.13,
0.247551
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 26644, training loss: 0.25,
0.156725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26645, training loss: 0.16,
0.181068
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 26646, training loss: 0.18,
0.171638
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 26647, training loss: 0.17,
0.146714
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 26648, training loss: 0.15,
0.207057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 26649, training loss: 0.21,
0.148665
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 26650, training loss: 0.15,
0.154194
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 26651, training loss: 0.15,
0.124238
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 26652, training loss: 0.12,
0.135575
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 26653, training loss: 0.14,
0.128874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 26654, training loss: 0.13,
0.185981
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 26655, training loss: 0.19,
0.152896
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 26656, training loss: 0.15,
0.190538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 26657, training loss: 0.19,
0.188535
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26658, training loss: 0.19,
0.18057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26659, training loss: 0.18,
0.240085
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 26660, training loss: 0.24,
0.162983
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 88.8% 20 way one-shot learning accuracy
iteration 26661, training loss: 0.16,
0.192005
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 26662, training loss: 0.19,
0.169672
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26663, training loss: 0.17,
0.135959
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 26664, training loss: 0.14,
0.169454
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26665, training loss: 0.17,
0.138335
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26666, training loss: 0.14,
0.144145
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 26667, training loss: 0.14,
0.120145
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 26668, training loss: 0.12,
0.16055
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26669, training loss: 0.16,
0.134575
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 26670, training loss: 0.13,
0.153292
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26671, training loss: 0.15,
0.180823
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26672, training loss: 0.18,
0.13645
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26673, training loss: 0.14,
0.369249
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 26674, training loss: 0.37,
0.234883
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26675, training loss: 0.23,
0.13927
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26676, training loss: 0.14,
0.140143
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 26677, training loss: 0.14,
0.147625
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 26678, training loss: 0.15,
0.13743
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26679, training loss: 0.14,
0.202514
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26680, training loss: 0.20,
0.172159
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26681, training loss: 0.17,
0.256962
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26682, training loss: 0.26,
0.14503
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 26683, training loss: 0.15,
0.143518
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26684, training loss: 0.14,
0.297351
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26685, training loss: 0.30,
0.159752
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26686, training loss: 0.16,
0.143671
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26687, training loss: 0.14,
0.226321
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26688, training loss: 0.23,
0.129211
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.6% 20 way one-shot learning accuracy
iteration 26689, training loss: 0.13,
0.131586
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26690, training loss: 0.13,
0.200513
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26691, training loss: 0.20,
0.151471
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26692, training loss: 0.15,
0.156513
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 26693, training loss: 0.16,
0.162685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26694, training loss: 0.16,
0.246312
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 26695, training loss: 0.25,
0.204702
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26696, training loss: 0.20,
0.16186
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 26697, training loss: 0.16,
0.140041
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 26698, training loss: 0.14,
0.159975
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 26699, training loss: 0.16,
0.131874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 26700, training loss: 0.13,
0.169285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 26701, training loss: 0.17,
0.264396
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 26702, training loss: 0.26,
0.131815
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26703, training loss: 0.13,
0.14024
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26704, training loss: 0.14,
0.199904
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 26705, training loss: 0.20,
0.14965
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 26706, training loss: 0.15,
0.136508
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26707, training loss: 0.14,
0.152284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 26708, training loss: 0.15,
0.188879
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26709, training loss: 0.19,
0.133118
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26710, training loss: 0.13,
0.203778
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26711, training loss: 0.20,
0.127074
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 26712, training loss: 0.13,
0.156188
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26713, training loss: 0.16,
0.266248
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26714, training loss: 0.27,
0.160053
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 88.0% 20 way one-shot learning accuracy
iteration 26715, training loss: 0.16,
0.131113
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26716, training loss: 0.13,
0.168146
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 26717, training loss: 0.17,
0.138856
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 26718, training loss: 0.14,
0.128072
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26719, training loss: 0.13,
0.151605
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26720, training loss: 0.15,
0.137779
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 26721, training loss: 0.14,
0.167051
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 26722, training loss: 0.17,
0.256659
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26723, training loss: 0.26,
0.14982
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26724, training loss: 0.15,
0.235371
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.6% 20 way one-shot learning accuracy
iteration 26725, training loss: 0.24,
0.153137
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26726, training loss: 0.15,
0.230239
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 26727, training loss: 0.23,
0.139306
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26728, training loss: 0.14,
0.133258
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 26729, training loss: 0.13,
0.134028
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 26730, training loss: 0.13,
0.122247
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26731, training loss: 0.12,
0.155567
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 26732, training loss: 0.16,
0.146774
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 26733, training loss: 0.15,
0.213675
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26734, training loss: 0.21,
0.127362
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 89.2% 20 way one-shot learning accuracy
iteration 26735, training loss: 0.13,
0.145633
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 26736, training loss: 0.15,
0.271959
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26737, training loss: 0.27,
0.177754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26738, training loss: 0.18,
0.145705
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26739, training loss: 0.15,
0.144754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 26740, training loss: 0.14,
0.339795
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26741, training loss: 0.34,
0.161777
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26742, training loss: 0.16,
0.143782
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26743, training loss: 0.14,
0.153956
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 26744, training loss: 0.15,
0.340391
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26745, training loss: 0.34,
0.239496
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 26746, training loss: 0.24,
0.159428
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 26747, training loss: 0.16,
0.158367
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 26748, training loss: 0.16,
0.129748
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 26749, training loss: 0.13,
0.193477
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 26750, training loss: 0.19,
0.135341
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 26751, training loss: 0.14,
0.164755
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 26752, training loss: 0.16,
0.159846
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26753, training loss: 0.16,
0.196705
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26754, training loss: 0.20,
0.140144
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 26755, training loss: 0.14,
0.197065
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 26756, training loss: 0.20,
0.1865
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 26757, training loss: 0.19,
0.123759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26758, training loss: 0.12,
0.202402
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26759, training loss: 0.20,
0.189274
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 26760, training loss: 0.19,
0.135283
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26761, training loss: 0.14,
0.165824
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26762, training loss: 0.17,
0.142582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26763, training loss: 0.14,
0.138907
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26764, training loss: 0.14,
0.148058
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26765, training loss: 0.15,
0.145403
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 26766, training loss: 0.15,
0.127335
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 26767, training loss: 0.13,
0.129947
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26768, training loss: 0.13,
0.194596
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 26769, training loss: 0.19,
0.250806
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 26770, training loss: 0.25,
0.201211
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26771, training loss: 0.20,
0.148859
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26772, training loss: 0.15,
0.134196
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26773, training loss: 0.13,
0.14004
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26774, training loss: 0.14,
0.137944
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26775, training loss: 0.14,
0.119355
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26776, training loss: 0.12,
0.135444
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26777, training loss: 0.14,
0.140123
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26778, training loss: 0.14,
0.154662
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 26779, training loss: 0.15,
0.135574
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26780, training loss: 0.14,
0.154825
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26781, training loss: 0.15,
0.30236
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 26782, training loss: 0.30,
0.243685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 26783, training loss: 0.24,
0.142303
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26784, training loss: 0.14,
0.136923
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26785, training loss: 0.14,
0.288847
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26786, training loss: 0.29,
0.506304
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26787, training loss: 0.51,
0.242543
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26788, training loss: 0.24,
0.188832
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26789, training loss: 0.19,
0.180935
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26790, training loss: 0.18,
0.169222
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26791, training loss: 0.17,
0.200628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26792, training loss: 0.20,
0.162676
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26793, training loss: 0.16,
0.1474
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 26794, training loss: 0.15,
0.172015
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 26795, training loss: 0.17,
0.148666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 26796, training loss: 0.15,
0.14435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26797, training loss: 0.14,
0.123814
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 26798, training loss: 0.12,
0.221152
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 26799, training loss: 0.22,
0.179513
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 26800, training loss: 0.18,
0.185495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 26801, training loss: 0.19,
0.183138
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 26802, training loss: 0.18,
0.148861
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 26803, training loss: 0.15,
0.146046
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 26804, training loss: 0.15,
0.127435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 26805, training loss: 0.13,
0.298895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26806, training loss: 0.30,
0.227468
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 26807, training loss: 0.23,
0.153287
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26808, training loss: 0.15,
0.14288
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26809, training loss: 0.14,
0.198405
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26810, training loss: 0.20,
0.158452
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26811, training loss: 0.16,
0.145958
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 26812, training loss: 0.15,
0.132104
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26813, training loss: 0.13,
0.135057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26814, training loss: 0.14,
0.155137
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 26815, training loss: 0.16,
0.165629
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 26816, training loss: 0.17,
0.143167
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26817, training loss: 0.14,
0.166596
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 26818, training loss: 0.17,
0.240191
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26819, training loss: 0.24,
0.16096
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 26820, training loss: 0.16,
0.127636
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26821, training loss: 0.13,
0.138969
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 26822, training loss: 0.14,
0.139215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26823, training loss: 0.14,
0.209729
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26824, training loss: 0.21,
0.144342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26825, training loss: 0.14,
0.180848
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26826, training loss: 0.18,
0.372006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26827, training loss: 0.37,
0.147362
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26828, training loss: 0.15,
0.175858
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26829, training loss: 0.18,
0.216299
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26830, training loss: 0.22,
0.175511
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26831, training loss: 0.18,
0.246346
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26832, training loss: 0.25,
0.150318
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 26833, training loss: 0.15,
0.324364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26834, training loss: 0.32,
0.37377
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 26835, training loss: 0.37,
0.126397
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26836, training loss: 0.13,
0.133307
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 26837, training loss: 0.13,
0.175189
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 26838, training loss: 0.18,
0.130569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26839, training loss: 0.13,
0.127519
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26840, training loss: 0.13,
0.176114
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26841, training loss: 0.18,
0.295843
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 26842, training loss: 0.30,
0.152376
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 26843, training loss: 0.15,
0.151837
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 26844, training loss: 0.15,
0.134052
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26845, training loss: 0.13,
0.164205
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 26846, training loss: 0.16,
0.164133
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26847, training loss: 0.16,
0.14232
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26848, training loss: 0.14,
0.180321
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 26849, training loss: 0.18,
0.164083
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26850, training loss: 0.16,
0.157722
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26851, training loss: 0.16,
0.176658
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 26852, training loss: 0.18,
0.154197
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26853, training loss: 0.15,
0.192618
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 26854, training loss: 0.19,
0.150831
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 26855, training loss: 0.15,
0.141111
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26856, training loss: 0.14,
0.154834
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26857, training loss: 0.15,
0.215777
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26858, training loss: 0.22,
0.164243
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 26859, training loss: 0.16,
0.164509
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26860, training loss: 0.16,
0.167326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26861, training loss: 0.17,
0.379948
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 26862, training loss: 0.38,
0.129261
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 26863, training loss: 0.13,
0.233917
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 26864, training loss: 0.23,
0.279625
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 26865, training loss: 0.28,
0.230511
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26866, training loss: 0.23,
0.144223
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26867, training loss: 0.14,
0.205019
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 26868, training loss: 0.21,
0.160462
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26869, training loss: 0.16,
0.262646
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26870, training loss: 0.26,
0.161986
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26871, training loss: 0.16,
0.262443
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26872, training loss: 0.26,
0.207016
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 26873, training loss: 0.21,
0.154084
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26874, training loss: 0.15,
0.233274
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 26875, training loss: 0.23,
0.119359
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 26876, training loss: 0.12,
0.179385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26877, training loss: 0.18,
0.165152
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 26878, training loss: 0.17,
0.13446
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26879, training loss: 0.13,
0.140096
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 26880, training loss: 0.14,
0.155747
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26881, training loss: 0.16,
0.120411
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 26882, training loss: 0.12,
0.129491
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26883, training loss: 0.13,
0.129649
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 26884, training loss: 0.13,
0.124332
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26885, training loss: 0.12,
0.151898
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26886, training loss: 0.15,
0.168519
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26887, training loss: 0.17,
0.140408
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26888, training loss: 0.14,
0.160015
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26889, training loss: 0.16,
0.133345
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26890, training loss: 0.13,
0.150568
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 26891, training loss: 0.15,
0.137722
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26892, training loss: 0.14,
0.134271
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26893, training loss: 0.13,
0.154656
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 26894, training loss: 0.15,
0.13131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26895, training loss: 0.13,
0.175973
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26896, training loss: 0.18,
0.167826
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26897, training loss: 0.17,
0.203282
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26898, training loss: 0.20,
0.25224
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26899, training loss: 0.25,
0.142945
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26900, training loss: 0.14,
0.145355
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 26901, training loss: 0.15,
0.251524
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 26902, training loss: 0.25,
0.126842
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26903, training loss: 0.13,
0.135284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26904, training loss: 0.14,
0.165322
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26905, training loss: 0.17,
0.148569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26906, training loss: 0.15,
0.147837
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 26907, training loss: 0.15,
0.128186
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 26908, training loss: 0.13,
0.152979
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26909, training loss: 0.15,
0.13746
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26910, training loss: 0.14,
0.141662
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26911, training loss: 0.14,
0.363816
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 26912, training loss: 0.36,
0.123158
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 26913, training loss: 0.12,
0.139287
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 26914, training loss: 0.14,
0.154227
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26915, training loss: 0.15,
0.218974
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 26916, training loss: 0.22,
0.220462
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 26917, training loss: 0.22,
0.226483
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26918, training loss: 0.23,
0.160438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26919, training loss: 0.16,
0.15297
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26920, training loss: 0.15,
0.159188
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26921, training loss: 0.16,
0.134874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26922, training loss: 0.13,
0.184133
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 26923, training loss: 0.18,
0.15378
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26924, training loss: 0.15,
0.128772
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 26925, training loss: 0.13,
0.192719
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26926, training loss: 0.19,
0.143402
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 26927, training loss: 0.14,
0.151584
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26928, training loss: 0.15,
0.276577
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26929, training loss: 0.28,
0.153787
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26930, training loss: 0.15,
0.227603
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26931, training loss: 0.23,
0.191104
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.6% 20 way one-shot learning accuracy
iteration 26932, training loss: 0.19,
0.225241
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26933, training loss: 0.23,
0.224234
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26934, training loss: 0.22,
0.1496
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 26935, training loss: 0.15,
0.146453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 26936, training loss: 0.15,
0.154626
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 26937, training loss: 0.15,
0.194915
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.6% 20 way one-shot learning accuracy
iteration 26938, training loss: 0.19,
0.197666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26939, training loss: 0.20,
0.317899
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26940, training loss: 0.32,
0.135484
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26941, training loss: 0.14,
0.157911
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26942, training loss: 0.16,
0.123464
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26943, training loss: 0.12,
0.125231
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 26944, training loss: 0.13,
0.187125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 26945, training loss: 0.19,
0.138933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26946, training loss: 0.14,
0.163579
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 26947, training loss: 0.16,
0.132982
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 26948, training loss: 0.13,
0.123414
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26949, training loss: 0.12,
0.155202
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 26950, training loss: 0.16,
0.156676
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26951, training loss: 0.16,
0.225677
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26952, training loss: 0.23,
0.190288
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26953, training loss: 0.19,
0.187905
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26954, training loss: 0.19,
0.156269
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 26955, training loss: 0.16,
0.124844
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 26956, training loss: 0.12,
0.316318
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26957, training loss: 0.32,
0.408647
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 26958, training loss: 0.41,
0.154555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26959, training loss: 0.15,
0.181082
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 26960, training loss: 0.18,
0.146958
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 26961, training loss: 0.15,
0.154918
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 26962, training loss: 0.15,
0.295359
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 26963, training loss: 0.30,
0.178507
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 26964, training loss: 0.18,
0.226253
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 26965, training loss: 0.23,
0.146746
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 26966, training loss: 0.15,
0.154951
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 26967, training loss: 0.15,
0.11888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 26968, training loss: 0.12,
0.197185
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26969, training loss: 0.20,
0.152285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 26970, training loss: 0.15,
0.209677
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26971, training loss: 0.21,
0.143182
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26972, training loss: 0.14,
0.156809
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 26973, training loss: 0.16,
0.158961
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 26974, training loss: 0.16,
0.145385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26975, training loss: 0.15,
0.129875
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 26976, training loss: 0.13,
0.194121
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 26977, training loss: 0.19,
0.126808
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26978, training loss: 0.13,
0.154934
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 26979, training loss: 0.15,
0.159287
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 26980, training loss: 0.16,
0.132696
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 26981, training loss: 0.13,
0.147869
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26982, training loss: 0.15,
0.130756
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 26983, training loss: 0.13,
0.136068
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 26984, training loss: 0.14,
0.18239
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26985, training loss: 0.18,
0.133843
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26986, training loss: 0.13,
0.123221
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 26987, training loss: 0.12,
0.157163
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 26988, training loss: 0.16,
0.157228
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 26989, training loss: 0.16,
0.168031
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 26990, training loss: 0.17,
0.193261
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 26991, training loss: 0.19,
0.170948
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26992, training loss: 0.17,
0.169657
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 26993, training loss: 0.17,
0.149957
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26994, training loss: 0.15,
0.149054
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 26995, training loss: 0.15,
0.147729
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 26996, training loss: 0.15,
0.120651
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 26997, training loss: 0.12,
0.135259
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 26998, training loss: 0.14,
0.18244
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 26999, training loss: 0.18,
0.121518
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27000, training loss: 0.12,
0.122147
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27001, training loss: 0.12,
0.174152
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27002, training loss: 0.17,
0.138695
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27003, training loss: 0.14,
0.157032
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27004, training loss: 0.16,
0.139055
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27005, training loss: 0.14,
0.314462
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 27006, training loss: 0.31,
0.216445
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 27007, training loss: 0.22,
0.324484
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 27008, training loss: 0.32,
0.149039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27009, training loss: 0.15,
0.138974
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 27010, training loss: 0.14,
0.154888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27011, training loss: 0.15,
0.178842
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 27012, training loss: 0.18,
0.124746
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 27013, training loss: 0.12,
0.18684
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27014, training loss: 0.19,
0.177357
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 27015, training loss: 0.18,
0.161718
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 27016, training loss: 0.16,
0.130979
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 27017, training loss: 0.13,
0.130495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27018, training loss: 0.13,
0.124197
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27019, training loss: 0.12,
0.139741
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27020, training loss: 0.14,
0.193672
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27021, training loss: 0.19,
0.159621
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 27022, training loss: 0.16,
0.193436
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27023, training loss: 0.19,
0.195733
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 27024, training loss: 0.20,
0.180661
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 27025, training loss: 0.18,
0.134442
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27026, training loss: 0.13,
0.13571
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27027, training loss: 0.14,
0.172393
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 27028, training loss: 0.17,
0.235812
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 27029, training loss: 0.24,
0.13311
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 27030, training loss: 0.13,
0.141819
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 27031, training loss: 0.14,
0.12679
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27032, training loss: 0.13,
0.215729
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27033, training loss: 0.22,
0.154308
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27034, training loss: 0.15,
0.373819
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 27035, training loss: 0.37,
0.12826
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 27036, training loss: 0.13,
0.193092
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 27037, training loss: 0.19,
0.162914
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27038, training loss: 0.16,
0.185807
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27039, training loss: 0.19,
0.194124
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27040, training loss: 0.19,
0.14219
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27041, training loss: 0.14,
0.209004
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27042, training loss: 0.21,
0.158029
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 27043, training loss: 0.16,
0.136661
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 27044, training loss: 0.14,
0.14007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27045, training loss: 0.14,
0.231117
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 27046, training loss: 0.23,
0.151361
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27047, training loss: 0.15,
0.15171
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27048, training loss: 0.15,
0.36204
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27049, training loss: 0.36,
0.152784
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27050, training loss: 0.15,
0.14442
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 27051, training loss: 0.14,
0.145017
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 27052, training loss: 0.15,
0.154906
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27053, training loss: 0.15,
0.186723
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 27054, training loss: 0.19,
0.147994
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 27055, training loss: 0.15,
0.165499
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 27056, training loss: 0.17,
0.323081
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 27057, training loss: 0.32,
0.173952
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27058, training loss: 0.17,
0.147603
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 27059, training loss: 0.15,
0.198813
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27060, training loss: 0.20,
0.125801
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27061, training loss: 0.13,
0.168212
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27062, training loss: 0.17,
0.148948
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27063, training loss: 0.15,
0.243705
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 27064, training loss: 0.24,
0.140733
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27065, training loss: 0.14,
0.1385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 27066, training loss: 0.14,
0.161929
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 27067, training loss: 0.16,
0.1426
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27068, training loss: 0.14,
0.145587
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27069, training loss: 0.15,
0.164241
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 27070, training loss: 0.16,
0.162909
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 27071, training loss: 0.16,
0.167378
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27072, training loss: 0.17,
0.148409
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27073, training loss: 0.15,
0.126602
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 27074, training loss: 0.13,
0.154247
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27075, training loss: 0.15,
0.119568
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27076, training loss: 0.12,
0.1487
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27077, training loss: 0.15,
0.244627
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 27078, training loss: 0.24,
0.128511
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27079, training loss: 0.13,
0.12713
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 27080, training loss: 0.13,
0.176609
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27081, training loss: 0.18,
0.129479
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27082, training loss: 0.13,
0.360448
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27083, training loss: 0.36,
0.16696
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 27084, training loss: 0.17,
0.137937
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27085, training loss: 0.14,
0.147049
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27086, training loss: 0.15,
0.121739
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27087, training loss: 0.12,
0.143135
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27088, training loss: 0.14,
0.18602
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27089, training loss: 0.19,
0.13471
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27090, training loss: 0.13,
0.126976
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27091, training loss: 0.13,
0.133566
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27092, training loss: 0.13,
0.143496
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27093, training loss: 0.14,
0.150906
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27094, training loss: 0.15,
0.129608
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27095, training loss: 0.13,
0.135991
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 27096, training loss: 0.14,
0.233026
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 27097, training loss: 0.23,
0.157515
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27098, training loss: 0.16,
0.134654
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27099, training loss: 0.13,
0.138519
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 27100, training loss: 0.14,
0.119818
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27101, training loss: 0.12,
0.1193
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 27102, training loss: 0.12,
0.184739
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27103, training loss: 0.18,
0.127711
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 27104, training loss: 0.13,
0.126604
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 88.8% 20 way one-shot learning accuracy
iteration 27105, training loss: 0.13,
0.179436
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27106, training loss: 0.18,
0.127529
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27107, training loss: 0.13,
0.193488
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27108, training loss: 0.19,
0.172149
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27109, training loss: 0.17,
0.150394
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 27110, training loss: 0.15,
0.137356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 27111, training loss: 0.14,
0.122082
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27112, training loss: 0.12,
0.153876
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27113, training loss: 0.15,
0.181099
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27114, training loss: 0.18,
0.147157
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27115, training loss: 0.15,
0.134845
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27116, training loss: 0.13,
0.204635
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27117, training loss: 0.20,
0.134218
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 27118, training loss: 0.13,
0.133428
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27119, training loss: 0.13,
0.139126
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 27120, training loss: 0.14,
0.134038
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 27121, training loss: 0.13,
0.177304
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27122, training loss: 0.18,
0.131147
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27123, training loss: 0.13,
0.207152
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 27124, training loss: 0.21,
0.222936
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27125, training loss: 0.22,
0.202465
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27126, training loss: 0.20,
0.154331
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 27127, training loss: 0.15,
0.13364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27128, training loss: 0.13,
0.196392
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 27129, training loss: 0.20,
0.142948
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27130, training loss: 0.14,
0.243786
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 27131, training loss: 0.24,
0.151342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27132, training loss: 0.15,
0.158561
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 27133, training loss: 0.16,
0.157019
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27134, training loss: 0.16,
0.184558
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 88.0% 20 way one-shot learning accuracy
iteration 27135, training loss: 0.18,
0.147304
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 27136, training loss: 0.15,
0.188211
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27137, training loss: 0.19,
0.127365
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 27138, training loss: 0.13,
0.136931
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 27139, training loss: 0.14,
0.119733
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27140, training loss: 0.12,
0.191542
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 27141, training loss: 0.19,
0.209441
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27142, training loss: 0.21,
0.169121
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27143, training loss: 0.17,
0.132887
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27144, training loss: 0.13,
0.129561
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27145, training loss: 0.13,
0.135439
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 27146, training loss: 0.14,
0.155385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 27147, training loss: 0.16,
0.125529
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27148, training loss: 0.13,
0.166509
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 27149, training loss: 0.17,
0.13892
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27150, training loss: 0.14,
0.256999
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27151, training loss: 0.26,
0.119916
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27152, training loss: 0.12,
0.13373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27153, training loss: 0.13,
0.144863
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27154, training loss: 0.14,
0.15953
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 27155, training loss: 0.16,
0.129874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27156, training loss: 0.13,
0.13385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27157, training loss: 0.13,
0.162836
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27158, training loss: 0.16,
0.194277
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27159, training loss: 0.19,
0.140279
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27160, training loss: 0.14,
0.146408
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 27161, training loss: 0.15,
0.155098
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27162, training loss: 0.16,
0.12469
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27163, training loss: 0.12,
0.142848
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 27164, training loss: 0.14,
0.18425
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27165, training loss: 0.18,
0.130291
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27166, training loss: 0.13,
0.127024
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 27167, training loss: 0.13,
0.167873
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27168, training loss: 0.17,
0.116496
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27169, training loss: 0.12,
0.165585
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 27170, training loss: 0.17,
0.280061
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27171, training loss: 0.28,
0.138494
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 27172, training loss: 0.14,
0.13823
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27173, training loss: 0.14,
0.118491
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27174, training loss: 0.12,
0.139694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27175, training loss: 0.14,
0.134039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 27176, training loss: 0.13,
0.210995
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27177, training loss: 0.21,
0.21121
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27178, training loss: 0.21,
0.145601
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27179, training loss: 0.15,
0.155371
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27180, training loss: 0.16,
0.154617
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27181, training loss: 0.15,
0.145451
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27182, training loss: 0.15,
0.466869
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27183, training loss: 0.47,
0.151616
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27184, training loss: 0.15,
0.150516
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 27185, training loss: 0.15,
0.11687
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27186, training loss: 0.12,
0.144492
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27187, training loss: 0.14,
0.14815
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 27188, training loss: 0.15,
0.120476
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27189, training loss: 0.12,
0.143092
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27190, training loss: 0.14,
0.1873
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 27191, training loss: 0.19,
0.202662
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27192, training loss: 0.20,
0.148835
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 27193, training loss: 0.15,
0.155843
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27194, training loss: 0.16,
0.141057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27195, training loss: 0.14,
0.136785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27196, training loss: 0.14,
0.129391
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27197, training loss: 0.13,
0.258904
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27198, training loss: 0.26,
0.156316
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 27199, training loss: 0.16,
0.176626
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27200, training loss: 0.18,
0.130529
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 27201, training loss: 0.13,
0.141023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27202, training loss: 0.14,
0.230354
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 27203, training loss: 0.23,
0.135179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27204, training loss: 0.14,
0.184983
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 27205, training loss: 0.18,
0.150787
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 27206, training loss: 0.15,
0.207151
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27207, training loss: 0.21,
0.156872
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27208, training loss: 0.16,
0.182352
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 27209, training loss: 0.18,
0.17088
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 27210, training loss: 0.17,
0.260941
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27211, training loss: 0.26,
0.1991
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27212, training loss: 0.20,
0.135197
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27213, training loss: 0.14,
0.188878
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 27214, training loss: 0.19,
0.14108
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27215, training loss: 0.14,
0.262477
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 88.4% 20 way one-shot learning accuracy
iteration 27216, training loss: 0.26,
0.23626
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27217, training loss: 0.24,
0.138916
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27218, training loss: 0.14,
0.180297
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27219, training loss: 0.18,
0.156356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 27220, training loss: 0.16,
0.143684
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27221, training loss: 0.14,
0.125696
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27222, training loss: 0.13,
0.248384
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.4% 20 way one-shot learning accuracy
iteration 27223, training loss: 0.25,
0.336359
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27224, training loss: 0.34,
0.133529
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27225, training loss: 0.13,
0.144654
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 27226, training loss: 0.14,
0.131992
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 27227, training loss: 0.13,
0.156012
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27228, training loss: 0.16,
0.153019
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27229, training loss: 0.15,
0.144712
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 27230, training loss: 0.14,
0.229692
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27231, training loss: 0.23,
0.255446
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 27232, training loss: 0.26,
0.207816
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 27233, training loss: 0.21,
0.142876
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 27234, training loss: 0.14,
0.27672
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 27235, training loss: 0.28,
0.198159
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 27236, training loss: 0.20,
0.153589
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27237, training loss: 0.15,
0.146725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 27238, training loss: 0.15,
0.146067
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27239, training loss: 0.15,
0.1524
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27240, training loss: 0.15,
0.159712
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27241, training loss: 0.16,
0.226331
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 27242, training loss: 0.23,
0.135631
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27243, training loss: 0.14,
0.12965
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27244, training loss: 0.13,
0.218735
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27245, training loss: 0.22,
0.158284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 27246, training loss: 0.16,
0.262581
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27247, training loss: 0.26,
0.148573
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27248, training loss: 0.15,
0.147966
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27249, training loss: 0.15,
0.127919
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 27250, training loss: 0.13,
0.126387
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 27251, training loss: 0.13,
0.144852
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27252, training loss: 0.14,
0.138337
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27253, training loss: 0.14,
0.152573
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27254, training loss: 0.15,
0.131991
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 27255, training loss: 0.13,
0.220288
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 27256, training loss: 0.22,
0.524405
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27257, training loss: 0.52,
0.151596
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27258, training loss: 0.15,
0.132088
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27259, training loss: 0.13,
0.19114
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 27260, training loss: 0.19,
0.142436
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27261, training loss: 0.14,
0.15169
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27262, training loss: 0.15,
0.147796
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27263, training loss: 0.15,
0.254693
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27264, training loss: 0.25,
0.15491
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 27265, training loss: 0.15,
0.212507
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27266, training loss: 0.21,
0.158053
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27267, training loss: 0.16,
0.146981
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27268, training loss: 0.15,
0.131542
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27269, training loss: 0.13,
0.141201
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27270, training loss: 0.14,
0.167329
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 27271, training loss: 0.17,
0.136954
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27272, training loss: 0.14,
0.162283
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27273, training loss: 0.16,
0.193928
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27274, training loss: 0.19,
0.166131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27275, training loss: 0.17,
0.200631
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27276, training loss: 0.20,
0.130051
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 27277, training loss: 0.13,
0.197627
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27278, training loss: 0.20,
0.176891
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27279, training loss: 0.18,
0.141828
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27280, training loss: 0.14,
0.121134
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27281, training loss: 0.12,
0.125375
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27282, training loss: 0.13,
0.148447
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27283, training loss: 0.15,
0.196831
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27284, training loss: 0.20,
0.127592
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27285, training loss: 0.13,
0.140332
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27286, training loss: 0.14,
0.127093
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 27287, training loss: 0.13,
0.165647
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27288, training loss: 0.17,
0.192443
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27289, training loss: 0.19,
0.137459
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27290, training loss: 0.14,
0.124624
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27291, training loss: 0.12,
0.129019
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27292, training loss: 0.13,
0.138383
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 27293, training loss: 0.14,
0.209903
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27294, training loss: 0.21,
0.185729
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27295, training loss: 0.19,
0.163351
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27296, training loss: 0.16,
0.138066
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27297, training loss: 0.14,
0.280945
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27298, training loss: 0.28,
0.136126
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27299, training loss: 0.14,
0.150515
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27300, training loss: 0.15,
0.183164
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27301, training loss: 0.18,
0.129221
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27302, training loss: 0.13,
0.132462
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27303, training loss: 0.13,
0.142723
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27304, training loss: 0.14,
0.14094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27305, training loss: 0.14,
0.131834
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27306, training loss: 0.13,
0.118476
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27307, training loss: 0.12,
0.136816
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27308, training loss: 0.14,
0.136482
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27309, training loss: 0.14,
0.18149
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27310, training loss: 0.18,
0.129605
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 88.4% 20 way one-shot learning accuracy
iteration 27311, training loss: 0.13,
0.126263
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27312, training loss: 0.13,
0.253059
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 27313, training loss: 0.25,
0.196088
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27314, training loss: 0.20,
0.17918
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27315, training loss: 0.18,
0.128419
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27316, training loss: 0.13,
0.163502
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27317, training loss: 0.16,
0.155512
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27318, training loss: 0.16,
0.136907
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27319, training loss: 0.14,
0.149718
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27320, training loss: 0.15,
0.125774
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27321, training loss: 0.13,
0.178399
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 27322, training loss: 0.18,
0.312284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 27323, training loss: 0.31,
0.276817
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27324, training loss: 0.28,
0.13087
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27325, training loss: 0.13,
0.142182
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27326, training loss: 0.14,
0.144343
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27327, training loss: 0.14,
0.246755
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27328, training loss: 0.25,
0.169043
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27329, training loss: 0.17,
0.119588
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 27330, training loss: 0.12,
0.143513
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27331, training loss: 0.14,
0.353129
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27332, training loss: 0.35,
0.335998
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27333, training loss: 0.34,
0.11921
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 27334, training loss: 0.12,
0.139085
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27335, training loss: 0.14,
0.149156
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27336, training loss: 0.15,
0.168268
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27337, training loss: 0.17,
0.124071
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27338, training loss: 0.12,
0.24034
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 27339, training loss: 0.24,
0.119848
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27340, training loss: 0.12,
0.200092
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27341, training loss: 0.20,
0.125055
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 27342, training loss: 0.13,
0.196528
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27343, training loss: 0.20,
0.267447
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27344, training loss: 0.27,
0.18064
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 27345, training loss: 0.18,
0.209312
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27346, training loss: 0.21,
0.193021
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27347, training loss: 0.19,
0.175461
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27348, training loss: 0.18,
0.220154
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27349, training loss: 0.22,
0.137306
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27350, training loss: 0.14,
0.172698
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27351, training loss: 0.17,
0.149836
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27352, training loss: 0.15,
0.25445
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27353, training loss: 0.25,
0.146694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27354, training loss: 0.15,
0.143198
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27355, training loss: 0.14,
0.311707
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27356, training loss: 0.31,
0.156153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 27357, training loss: 0.16,
0.145137
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27358, training loss: 0.15,
0.139615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 27359, training loss: 0.14,
0.151312
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27360, training loss: 0.15,
0.1416
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27361, training loss: 0.14,
0.136793
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 27362, training loss: 0.14,
0.151056
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27363, training loss: 0.15,
0.140352
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 27364, training loss: 0.14,
0.145482
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27365, training loss: 0.15,
0.202484
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27366, training loss: 0.20,
0.129483
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27367, training loss: 0.13,
0.132051
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27368, training loss: 0.13,
0.1448
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27369, training loss: 0.14,
0.135915
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27370, training loss: 0.14,
0.115838
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27371, training loss: 0.12,
0.272619
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 27372, training loss: 0.27,
0.140431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27373, training loss: 0.14,
0.144561
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27374, training loss: 0.14,
0.170557
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 27375, training loss: 0.17,
0.151441
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 27376, training loss: 0.15,
0.135018
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 27377, training loss: 0.14,
0.187943
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27378, training loss: 0.19,
0.135431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27379, training loss: 0.14,
0.27375
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27380, training loss: 0.27,
0.148809
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27381, training loss: 0.15,
0.15753
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27382, training loss: 0.16,
0.178651
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27383, training loss: 0.18,
0.223139
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27384, training loss: 0.22,
0.127091
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27385, training loss: 0.13,
0.311871
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 27386, training loss: 0.31,
0.143472
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27387, training loss: 0.14,
0.399623
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27388, training loss: 0.40,
0.15306
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27389, training loss: 0.15,
0.222684
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 27390, training loss: 0.22,
0.14106
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27391, training loss: 0.14,
0.383805
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27392, training loss: 0.38,
0.139085
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27393, training loss: 0.14,
0.283051
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27394, training loss: 0.28,
0.132976
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 27395, training loss: 0.13,
0.160092
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27396, training loss: 0.16,
0.147916
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27397, training loss: 0.15,
0.231878
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27398, training loss: 0.23,
0.18431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27399, training loss: 0.18,
0.148417
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27400, training loss: 0.15,
0.139318
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27401, training loss: 0.14,
0.135724
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27402, training loss: 0.14,
0.141694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 27403, training loss: 0.14,
0.213355
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27404, training loss: 0.21,
0.124339
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27405, training loss: 0.12,
0.14545
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27406, training loss: 0.15,
0.123186
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 27407, training loss: 0.12,
0.138538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 27408, training loss: 0.14,
0.130335
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 27409, training loss: 0.13,
0.204306
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27410, training loss: 0.20,
0.160874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27411, training loss: 0.16,
0.138658
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27412, training loss: 0.14,
0.192879
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 27413, training loss: 0.19,
0.17435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 27414, training loss: 0.17,
0.140138
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27415, training loss: 0.14,
0.142577
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 27416, training loss: 0.14,
0.171213
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 27417, training loss: 0.17,
0.138895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 27418, training loss: 0.14,
0.352534
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27419, training loss: 0.35,
0.159414
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27420, training loss: 0.16,
0.135829
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 27421, training loss: 0.14,
0.130819
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27422, training loss: 0.13,
0.147353
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 27423, training loss: 0.15,
0.175114
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27424, training loss: 0.18,
0.126221
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27425, training loss: 0.13,
0.271946
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27426, training loss: 0.27,
0.135869
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27427, training loss: 0.14,
0.245015
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27428, training loss: 0.25,
0.163734
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27429, training loss: 0.16,
0.292069
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27430, training loss: 0.29,
0.260547
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27431, training loss: 0.26,
0.132057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 27432, training loss: 0.13,
0.172198
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27433, training loss: 0.17,
0.155825
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 27434, training loss: 0.16,
0.135532
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27435, training loss: 0.14,
0.164139
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27436, training loss: 0.16,
0.148157
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27437, training loss: 0.15,
0.2326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27438, training loss: 0.23,
0.201505
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27439, training loss: 0.20,
0.190661
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27440, training loss: 0.19,
0.134645
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27441, training loss: 0.13,
0.123447
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27442, training loss: 0.12,
0.137333
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27443, training loss: 0.14,
0.15738
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 27444, training loss: 0.16,
0.136616
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27445, training loss: 0.14,
0.187238
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27446, training loss: 0.19,
0.138364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 27447, training loss: 0.14,
0.124158
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27448, training loss: 0.12,
0.12528
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27449, training loss: 0.13,
0.323718
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27450, training loss: 0.32,
0.161213
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27451, training loss: 0.16,
0.140449
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 27452, training loss: 0.14,
0.135756
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27453, training loss: 0.14,
0.194114
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 27454, training loss: 0.19,
0.169783
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 27455, training loss: 0.17,
0.150562
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27456, training loss: 0.15,
0.132988
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27457, training loss: 0.13,
0.136957
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27458, training loss: 0.14,
0.157424
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 27459, training loss: 0.16,
0.13687
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27460, training loss: 0.14,
0.131666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27461, training loss: 0.13,
0.120325
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 27462, training loss: 0.12,
0.142661
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27463, training loss: 0.14,
0.194561
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 27464, training loss: 0.19,
0.182675
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 27465, training loss: 0.18,
0.219007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27466, training loss: 0.22,
0.163262
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27467, training loss: 0.16,
0.183164
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27468, training loss: 0.18,
0.154699
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 27469, training loss: 0.15,
0.157117
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27470, training loss: 0.16,
0.137058
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 27471, training loss: 0.14,
0.185406
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 27472, training loss: 0.19,
0.304323
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 27473, training loss: 0.30,
0.19772
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27474, training loss: 0.20,
0.138944
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27475, training loss: 0.14,
0.132625
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27476, training loss: 0.13,
0.133035
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 27477, training loss: 0.13,
0.159308
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27478, training loss: 0.16,
0.127216
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27479, training loss: 0.13,
0.209137
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27480, training loss: 0.21,
0.328406
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27481, training loss: 0.33,
0.13142
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27482, training loss: 0.13,
0.187966
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27483, training loss: 0.19,
0.139829
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27484, training loss: 0.14,
0.167326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27485, training loss: 0.17,
0.137598
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27486, training loss: 0.14,
0.134532
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27487, training loss: 0.13,
0.119855
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27488, training loss: 0.12,
0.157716
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27489, training loss: 0.16,
0.131509
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27490, training loss: 0.13,
0.164785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27491, training loss: 0.16,
0.142388
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27492, training loss: 0.14,
0.154832
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27493, training loss: 0.15,
0.252581
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27494, training loss: 0.25,
0.223089
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27495, training loss: 0.22,
0.188044
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 27496, training loss: 0.19,
0.152237
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27497, training loss: 0.15,
0.139669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27498, training loss: 0.14,
0.211022
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 27499, training loss: 0.21,
0.175315
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27500, training loss: 0.18,
0.279734
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27501, training loss: 0.28,
0.163225
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 27502, training loss: 0.16,
0.180246
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 27503, training loss: 0.18,
0.137281
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 27504, training loss: 0.14,
0.146892
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27505, training loss: 0.15,
0.192869
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27506, training loss: 0.19,
0.161628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 27507, training loss: 0.16,
0.329196
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 27508, training loss: 0.33,
0.164482
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 27509, training loss: 0.16,
0.174538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27510, training loss: 0.17,
0.138922
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 27511, training loss: 0.14,
0.128432
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 27512, training loss: 0.13,
0.262196
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27513, training loss: 0.26,
0.132282
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27514, training loss: 0.13,
0.150677
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27515, training loss: 0.15,
0.148497
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 27516, training loss: 0.15,
0.208696
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27517, training loss: 0.21,
0.197162
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27518, training loss: 0.20,
0.15697
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 27519, training loss: 0.16,
0.236036
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27520, training loss: 0.24,
0.334696
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27521, training loss: 0.33,
0.137094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27522, training loss: 0.14,
0.15541
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27523, training loss: 0.16,
0.124453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27524, training loss: 0.12,
0.150573
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27525, training loss: 0.15,
0.117382
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 27526, training loss: 0.12,
0.286027
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27527, training loss: 0.29,
0.131198
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27528, training loss: 0.13,
0.154883
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27529, training loss: 0.15,
0.160084
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27530, training loss: 0.16,
0.136666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27531, training loss: 0.14,
0.218834
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 27532, training loss: 0.22,
0.139745
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27533, training loss: 0.14,
0.174697
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 27534, training loss: 0.17,
0.234153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 27535, training loss: 0.23,
0.124354
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 27536, training loss: 0.12,
0.157344
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27537, training loss: 0.16,
0.203415
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27538, training loss: 0.20,
0.17173
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27539, training loss: 0.17,
0.185793
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27540, training loss: 0.19,
0.129677
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27541, training loss: 0.13,
0.193421
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27542, training loss: 0.19,
0.161142
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27543, training loss: 0.16,
0.17818
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27544, training loss: 0.18,
0.151586
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27545, training loss: 0.15,
0.172642
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27546, training loss: 0.17,
0.140306
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 27547, training loss: 0.14,
0.150618
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27548, training loss: 0.15,
0.24383
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 27549, training loss: 0.24,
0.157941
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 27550, training loss: 0.16,
0.138484
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 27551, training loss: 0.14,
0.143784
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27552, training loss: 0.14,
0.14738
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27553, training loss: 0.15,
0.163134
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27554, training loss: 0.16,
0.18925
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27555, training loss: 0.19,
0.166605
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27556, training loss: 0.17,
0.128268
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27557, training loss: 0.13,
0.164173
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27558, training loss: 0.16,
0.14125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27559, training loss: 0.14,
0.173593
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27560, training loss: 0.17,
0.292325
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 27561, training loss: 0.29,
0.144789
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27562, training loss: 0.14,
0.142085
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27563, training loss: 0.14,
0.2302
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27564, training loss: 0.23,
0.131264
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 27565, training loss: 0.13,
0.157461
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27566, training loss: 0.16,
0.167564
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 27567, training loss: 0.17,
0.141538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27568, training loss: 0.14,
0.143364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27569, training loss: 0.14,
0.182058
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 27570, training loss: 0.18,
0.128621
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 27571, training loss: 0.13,
0.157774
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 27572, training loss: 0.16,
0.194294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 27573, training loss: 0.19,
0.206596
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 27574, training loss: 0.21,
0.215632
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 27575, training loss: 0.22,
0.229486
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27576, training loss: 0.23,
0.141615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27577, training loss: 0.14,
0.131661
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27578, training loss: 0.13,
0.165273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 27579, training loss: 0.17,
0.168092
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27580, training loss: 0.17,
0.187603
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 27581, training loss: 0.19,
0.169128
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27582, training loss: 0.17,
0.152631
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27583, training loss: 0.15,
0.189569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27584, training loss: 0.19,
0.17866
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 27585, training loss: 0.18,
0.207211
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27586, training loss: 0.21,
0.137174
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27587, training loss: 0.14,
0.213215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27588, training loss: 0.21,
0.143203
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27589, training loss: 0.14,
0.141473
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 27590, training loss: 0.14,
0.173406
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27591, training loss: 0.17,
0.153298
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27592, training loss: 0.15,
0.122418
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27593, training loss: 0.12,
0.148314
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 27594, training loss: 0.15,
0.129379
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27595, training loss: 0.13,
0.254952
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27596, training loss: 0.25,
0.23006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27597, training loss: 0.23,
0.205762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27598, training loss: 0.21,
0.128485
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27599, training loss: 0.13,
0.166073
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 27600, training loss: 0.17,
0.138461
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 27601, training loss: 0.14,
0.154731
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27602, training loss: 0.15,
0.186545
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27603, training loss: 0.19,
0.153813
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27604, training loss: 0.15,
0.141517
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27605, training loss: 0.14,
0.154582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 27606, training loss: 0.15,
0.165478
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 27607, training loss: 0.17,
0.169171
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 27608, training loss: 0.17,
0.294072
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27609, training loss: 0.29,
0.343319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27610, training loss: 0.34,
0.189394
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27611, training loss: 0.19,
0.153327
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27612, training loss: 0.15,
0.168998
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 27613, training loss: 0.17,
0.138748
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27614, training loss: 0.14,
0.145276
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27615, training loss: 0.15,
0.199182
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 27616, training loss: 0.20,
0.181297
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27617, training loss: 0.18,
0.216362
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27618, training loss: 0.22,
0.146231
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27619, training loss: 0.15,
0.132514
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27620, training loss: 0.13,
0.14774
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27621, training loss: 0.15,
0.165776
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27622, training loss: 0.17,
0.226448
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27623, training loss: 0.23,
0.195673
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27624, training loss: 0.20,
0.151502
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27625, training loss: 0.15,
0.164577
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27626, training loss: 0.16,
0.122224
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27627, training loss: 0.12,
0.132946
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27628, training loss: 0.13,
0.149044
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 27629, training loss: 0.15,
0.168969
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27630, training loss: 0.17,
0.127857
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 27631, training loss: 0.13,
0.189385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27632, training loss: 0.19,
0.135094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 27633, training loss: 0.14,
0.183874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27634, training loss: 0.18,
0.19312
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 27635, training loss: 0.19,
0.135435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27636, training loss: 0.14,
0.369923
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27637, training loss: 0.37,
0.148973
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 27638, training loss: 0.15,
0.139638
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 88.0% 20 way one-shot learning accuracy
iteration 27639, training loss: 0.14,
0.173478
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27640, training loss: 0.17,
0.278667
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 27641, training loss: 0.28,
0.13977
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 27642, training loss: 0.14,
0.124179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27643, training loss: 0.12,
0.164658
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27644, training loss: 0.16,
0.167036
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 27645, training loss: 0.17,
0.141654
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27646, training loss: 0.14,
0.134274
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 27647, training loss: 0.13,
0.14609
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 27648, training loss: 0.15,
0.128828
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 27649, training loss: 0.13,
0.144757
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 27650, training loss: 0.14,
0.186711
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27651, training loss: 0.19,
0.482047
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27652, training loss: 0.48,
0.198878
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 27653, training loss: 0.20,
0.179815
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 27654, training loss: 0.18,
0.123894
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27655, training loss: 0.12,
0.20065
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27656, training loss: 0.20,
0.169246
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27657, training loss: 0.17,
0.143356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 27658, training loss: 0.14,
0.256785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27659, training loss: 0.26,
0.206489
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27660, training loss: 0.21,
0.355756
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27661, training loss: 0.36,
0.146506
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 27662, training loss: 0.15,
0.226884
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27663, training loss: 0.23,
0.149915
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27664, training loss: 0.15,
0.144755
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27665, training loss: 0.14,
0.224067
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 27666, training loss: 0.22,
0.140687
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27667, training loss: 0.14,
0.145657
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27668, training loss: 0.15,
0.140074
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27669, training loss: 0.14,
0.126881
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 27670, training loss: 0.13,
0.125067
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27671, training loss: 0.13,
0.221209
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27672, training loss: 0.22,
0.129753
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27673, training loss: 0.13,
0.14417
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 27674, training loss: 0.14,
0.20562
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 88.4% 20 way one-shot learning accuracy
iteration 27675, training loss: 0.21,
0.176855
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27676, training loss: 0.18,
0.157207
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27677, training loss: 0.16,
0.202883
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 27678, training loss: 0.20,
0.22809
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 27679, training loss: 0.23,
0.228539
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27680, training loss: 0.23,
0.165153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27681, training loss: 0.17,
0.146838
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 27682, training loss: 0.15,
0.134558
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27683, training loss: 0.13,
0.184522
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27684, training loss: 0.18,
0.17848
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27685, training loss: 0.18,
0.134769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 27686, training loss: 0.13,
0.142998
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27687, training loss: 0.14,
0.13742
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27688, training loss: 0.14,
0.176454
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27689, training loss: 0.18,
0.153548
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 27690, training loss: 0.15,
0.135989
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27691, training loss: 0.14,
0.132664
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27692, training loss: 0.13,
0.226285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27693, training loss: 0.23,
0.14054
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27694, training loss: 0.14,
0.208414
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27695, training loss: 0.21,
0.129038
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27696, training loss: 0.13,
0.136441
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27697, training loss: 0.14,
0.129922
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27698, training loss: 0.13,
0.138248
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 27699, training loss: 0.14,
0.314242
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27700, training loss: 0.31,
0.143265
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 27701, training loss: 0.14,
0.120607
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27702, training loss: 0.12,
0.130522
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27703, training loss: 0.13,
0.239464
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27704, training loss: 0.24,
0.193221
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27705, training loss: 0.19,
0.173479
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27706, training loss: 0.17,
0.140885
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27707, training loss: 0.14,
0.14537
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27708, training loss: 0.15,
0.255628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27709, training loss: 0.26,
0.124697
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27710, training loss: 0.12,
0.128196
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27711, training loss: 0.13,
0.178066
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27712, training loss: 0.18,
0.166958
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27713, training loss: 0.17,
0.190694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27714, training loss: 0.19,
0.205727
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27715, training loss: 0.21,
0.140043
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27716, training loss: 0.14,
0.29215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 27717, training loss: 0.29,
0.143536
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 27718, training loss: 0.14,
0.213919
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 27719, training loss: 0.21,
0.177444
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27720, training loss: 0.18,
0.132324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27721, training loss: 0.13,
0.125882
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27722, training loss: 0.13,
0.16129
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27723, training loss: 0.16,
0.147759
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 27724, training loss: 0.15,
0.127765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27725, training loss: 0.13,
0.175415
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 27726, training loss: 0.18,
0.148085
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27727, training loss: 0.15,
0.132856
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27728, training loss: 0.13,
0.132
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27729, training loss: 0.13,
0.125776
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 27730, training loss: 0.13,
0.29437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27731, training loss: 0.29,
0.124105
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27732, training loss: 0.12,
0.230148
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27733, training loss: 0.23,
0.139851
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27734, training loss: 0.14,
0.123238
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27735, training loss: 0.12,
0.156315
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27736, training loss: 0.16,
0.175204
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27737, training loss: 0.18,
0.15274
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 27738, training loss: 0.15,
0.155793
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27739, training loss: 0.16,
0.124287
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27740, training loss: 0.12,
0.140794
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27741, training loss: 0.14,
0.155407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 27742, training loss: 0.16,
0.319638
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27743, training loss: 0.32,
0.169797
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 27744, training loss: 0.17,
0.273615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27745, training loss: 0.27,
0.136127
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27746, training loss: 0.14,
0.132705
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27747, training loss: 0.13,
0.123582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27748, training loss: 0.12,
0.179216
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27749, training loss: 0.18,
0.123075
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27750, training loss: 0.12,
0.199801
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27751, training loss: 0.20,
0.192495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 27752, training loss: 0.19,
0.16222
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27753, training loss: 0.16,
0.152989
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27754, training loss: 0.15,
0.136163
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27755, training loss: 0.14,
0.187813
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27756, training loss: 0.19,
0.144177
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27757, training loss: 0.14,
0.184325
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27758, training loss: 0.18,
0.137628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27759, training loss: 0.14,
0.212881
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27760, training loss: 0.21,
0.133006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 27761, training loss: 0.13,
0.158674
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27762, training loss: 0.16,
0.157131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 72.0% 20 way one-shot learning accuracy
iteration 27763, training loss: 0.16,
0.131408
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 27764, training loss: 0.13,
0.218779
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27765, training loss: 0.22,
0.191373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27766, training loss: 0.19,
0.197049
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27767, training loss: 0.20,
0.188377
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27768, training loss: 0.19,
0.148428
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27769, training loss: 0.15,
0.187649
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 27770, training loss: 0.19,
0.162103
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27771, training loss: 0.16,
0.125995
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 27772, training loss: 0.13,
0.190034
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27773, training loss: 0.19,
0.176339
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27774, training loss: 0.18,
0.150063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27775, training loss: 0.15,
0.129749
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 27776, training loss: 0.13,
0.136118
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27777, training loss: 0.14,
0.145212
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 27778, training loss: 0.15,
0.2106
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27779, training loss: 0.21,
0.131932
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27780, training loss: 0.13,
0.316192
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27781, training loss: 0.32,
0.146615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27782, training loss: 0.15,
0.198736
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27783, training loss: 0.20,
0.149113
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27784, training loss: 0.15,
0.213271
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 27785, training loss: 0.21,
0.351537
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 27786, training loss: 0.35,
0.33052
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27787, training loss: 0.33,
0.146125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27788, training loss: 0.15,
0.133848
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27789, training loss: 0.13,
0.162547
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27790, training loss: 0.16,
0.148653
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27791, training loss: 0.15,
0.157682
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27792, training loss: 0.16,
0.162997
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27793, training loss: 0.16,
0.136325
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27794, training loss: 0.14,
0.20075
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27795, training loss: 0.20,
0.126268
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27796, training loss: 0.13,
0.276937
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27797, training loss: 0.28,
0.168819
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 27798, training loss: 0.17,
0.138077
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27799, training loss: 0.14,
0.125737
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 27800, training loss: 0.13,
0.137435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27801, training loss: 0.14,
0.158975
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27802, training loss: 0.16,
0.181869
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27803, training loss: 0.18,
0.17187
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 27804, training loss: 0.17,
0.167039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 27805, training loss: 0.17,
0.165531
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27806, training loss: 0.17,
0.151062
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27807, training loss: 0.15,
0.287592
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27808, training loss: 0.29,
0.138553
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27809, training loss: 0.14,
0.203936
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 27810, training loss: 0.20,
0.169874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 27811, training loss: 0.17,
0.169703
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27812, training loss: 0.17,
0.160681
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27813, training loss: 0.16,
0.151796
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27814, training loss: 0.15,
0.156396
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 27815, training loss: 0.16,
0.182969
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27816, training loss: 0.18,
0.161455
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27817, training loss: 0.16,
0.143425
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 27818, training loss: 0.14,
0.131691
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27819, training loss: 0.13,
0.330303
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27820, training loss: 0.33,
0.212392
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.6% 20 way one-shot learning accuracy
iteration 27821, training loss: 0.21,
0.212369
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 27822, training loss: 0.21,
0.12968
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27823, training loss: 0.13,
0.145154
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 27824, training loss: 0.15,
0.181821
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27825, training loss: 0.18,
0.167246
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27826, training loss: 0.17,
0.186923
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 27827, training loss: 0.19,
0.134688
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27828, training loss: 0.13,
0.162025
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 27829, training loss: 0.16,
0.218391
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27830, training loss: 0.22,
0.175256
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.6% 20 way one-shot learning accuracy
iteration 27831, training loss: 0.18,
0.146011
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 27832, training loss: 0.15,
0.139755
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27833, training loss: 0.14,
0.154478
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27834, training loss: 0.15,
0.202847
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27835, training loss: 0.20,
0.130258
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27836, training loss: 0.13,
0.218874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27837, training loss: 0.22,
0.131805
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27838, training loss: 0.13,
0.253379
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27839, training loss: 0.25,
0.231272
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27840, training loss: 0.23,
0.149569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27841, training loss: 0.15,
0.234968
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27842, training loss: 0.23,
0.134431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27843, training loss: 0.13,
0.140034
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27844, training loss: 0.14,
0.235788
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 27845, training loss: 0.24,
0.147516
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27846, training loss: 0.15,
0.189076
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27847, training loss: 0.19,
0.127929
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 27848, training loss: 0.13,
0.130763
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27849, training loss: 0.13,
0.134425
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27850, training loss: 0.13,
0.161549
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 27851, training loss: 0.16,
0.170278
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27852, training loss: 0.17,
0.123391
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27853, training loss: 0.12,
0.130586
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 27854, training loss: 0.13,
0.122662
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 27855, training loss: 0.12,
0.174559
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 27856, training loss: 0.17,
0.134287
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 89.2% 20 way one-shot learning accuracy
iteration 27857, training loss: 0.13,
0.116572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 27858, training loss: 0.12,
0.122
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27859, training loss: 0.12,
0.243284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 27860, training loss: 0.24,
0.142849
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.6% 20 way one-shot learning accuracy
iteration 27861, training loss: 0.14,
0.271582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27862, training loss: 0.27,
0.123058
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27863, training loss: 0.12,
0.137878
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 27864, training loss: 0.14,
0.126484
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 27865, training loss: 0.13,
0.171676
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 27866, training loss: 0.17,
0.132479
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27867, training loss: 0.13,
0.141379
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27868, training loss: 0.14,
0.137068
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27869, training loss: 0.14,
0.120352
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27870, training loss: 0.12,
0.196743
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27871, training loss: 0.20,
0.206289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 27872, training loss: 0.21,
0.149683
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27873, training loss: 0.15,
0.246407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27874, training loss: 0.25,
0.132955
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 27875, training loss: 0.13,
0.169167
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27876, training loss: 0.17,
0.210336
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27877, training loss: 0.21,
0.145874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27878, training loss: 0.15,
0.140674
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27879, training loss: 0.14,
0.135685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27880, training loss: 0.14,
0.14158
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 27881, training loss: 0.14,
0.149239
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 27882, training loss: 0.15,
0.292275
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27883, training loss: 0.29,
0.147668
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27884, training loss: 0.15,
0.147015
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27885, training loss: 0.15,
0.196786
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27886, training loss: 0.20,
0.25273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27887, training loss: 0.25,
0.199223
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27888, training loss: 0.20,
0.163206
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27889, training loss: 0.16,
0.372211
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27890, training loss: 0.37,
0.283508
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27891, training loss: 0.28,
0.217125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27892, training loss: 0.22,
0.133584
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27893, training loss: 0.13,
0.164727
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 27894, training loss: 0.16,
0.22494
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27895, training loss: 0.22,
0.169473
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27896, training loss: 0.17,
0.14063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27897, training loss: 0.14,
0.158282
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27898, training loss: 0.16,
0.154151
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 27899, training loss: 0.15,
0.133673
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 27900, training loss: 0.13,
0.14078
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 27901, training loss: 0.14,
0.149676
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 27902, training loss: 0.15,
0.151087
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27903, training loss: 0.15,
0.146089
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27904, training loss: 0.15,
0.154083
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27905, training loss: 0.15,
0.130277
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 27906, training loss: 0.13,
0.14899
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27907, training loss: 0.15,
0.147261
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27908, training loss: 0.15,
0.147401
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27909, training loss: 0.15,
0.132416
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27910, training loss: 0.13,
0.141685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 27911, training loss: 0.14,
0.179885
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27912, training loss: 0.18,
0.142755
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27913, training loss: 0.14,
0.146399
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 27914, training loss: 0.15,
0.148158
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27915, training loss: 0.15,
0.198108
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27916, training loss: 0.20,
0.226086
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27917, training loss: 0.23,
0.127815
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27918, training loss: 0.13,
0.261255
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27919, training loss: 0.26,
0.163447
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27920, training loss: 0.16,
0.14072
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 27921, training loss: 0.14,
0.231538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 27922, training loss: 0.23,
0.235832
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27923, training loss: 0.24,
0.151722
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27924, training loss: 0.15,
0.158326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 27925, training loss: 0.16,
0.141373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27926, training loss: 0.14,
0.145602
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27927, training loss: 0.15,
0.198489
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27928, training loss: 0.20,
0.178558
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27929, training loss: 0.18,
0.217207
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27930, training loss: 0.22,
0.143835
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 27931, training loss: 0.14,
0.172196
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 27932, training loss: 0.17,
0.12913
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27933, training loss: 0.13,
0.147784
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27934, training loss: 0.15,
0.162731
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 27935, training loss: 0.16,
0.152107
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 27936, training loss: 0.15,
0.166161
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27937, training loss: 0.17,
0.17718
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 27938, training loss: 0.18,
0.178534
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 27939, training loss: 0.18,
0.153055
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27940, training loss: 0.15,
0.127326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27941, training loss: 0.13,
0.143806
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27942, training loss: 0.14,
0.148865
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 27943, training loss: 0.15,
0.286132
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27944, training loss: 0.29,
0.132371
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27945, training loss: 0.13,
0.154744
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27946, training loss: 0.15,
0.13614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 27947, training loss: 0.14,
0.134785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27948, training loss: 0.13,
0.132087
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27949, training loss: 0.13,
0.131923
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27950, training loss: 0.13,
0.154334
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27951, training loss: 0.15,
0.180503
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27952, training loss: 0.18,
0.150404
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27953, training loss: 0.15,
0.146864
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27954, training loss: 0.15,
0.144989
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27955, training loss: 0.14,
0.149177
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27956, training loss: 0.15,
0.153482
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27957, training loss: 0.15,
0.140412
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27958, training loss: 0.14,
0.209608
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 27959, training loss: 0.21,
0.127195
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 27960, training loss: 0.13,
0.157094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 27961, training loss: 0.16,
0.149689
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 27962, training loss: 0.15,
0.133389
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.6% 20 way one-shot learning accuracy
iteration 27963, training loss: 0.13,
0.176999
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27964, training loss: 0.18,
0.126959
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27965, training loss: 0.13,
0.12325
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27966, training loss: 0.12,
0.147044
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 27967, training loss: 0.15,
0.145027
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 27968, training loss: 0.15,
0.128232
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27969, training loss: 0.13,
0.127764
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27970, training loss: 0.13,
0.181342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27971, training loss: 0.18,
0.125287
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 27972, training loss: 0.13,
0.146751
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27973, training loss: 0.15,
0.367176
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27974, training loss: 0.37,
0.12479
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 27975, training loss: 0.12,
0.136006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27976, training loss: 0.14,
0.300703
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 27977, training loss: 0.30,
0.12899
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 27978, training loss: 0.13,
0.154393
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 27979, training loss: 0.15,
0.13578
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 27980, training loss: 0.14,
0.134547
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 27981, training loss: 0.13,
0.134161
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 27982, training loss: 0.13,
0.126241
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 27983, training loss: 0.13,
0.117264
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 27984, training loss: 0.12,
0.160813
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27985, training loss: 0.16,
0.162216
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 27986, training loss: 0.16,
0.173269
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 27987, training loss: 0.17,
0.141126
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 27988, training loss: 0.14,
0.12935
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 27989, training loss: 0.13,
0.159524
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 27990, training loss: 0.16,
0.236477
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 27991, training loss: 0.24,
0.259331
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 27992, training loss: 0.26,
0.138941
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 27993, training loss: 0.14,
0.252375
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 27994, training loss: 0.25,
0.147429
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28010, training loss: 0.21,
0.119243
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 28011, training loss: 0.12,
0.168897
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28012, training loss: 0.17,
0.115953
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28013, training loss: 0.12,
0.135332
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 28014, training loss: 0.14,
0.21125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28015, training loss: 0.21,
0.17279
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 28016, training loss: 0.17,
0.229013
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28017, training loss: 0.23,
0.163269
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28018, training loss: 0.16,
0.170967
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28019, training loss: 0.17,
0.118235
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28020, training loss: 0.12,
0.135061
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28021, training loss: 0.14,
0.131128
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28022, training loss: 0.13,
0.13628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28023, training loss: 0.14,
0.135003
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28024, training loss: 0.14,
0.168468
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28025, training loss: 0.17,
0.121119
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28026, training loss: 0.12,
0.147252
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28027, training loss: 0.15,
0.206282
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28028, training loss: 0.21,
0.128152
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 28029, training loss: 0.13,
0.201063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 28030, training loss: 0.20,
0.15387
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28031, training loss: 0.15,
0.16812
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28032, training loss: 0.17,
0.184944
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28033, training loss: 0.18,
0.19627
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28034, training loss: 0.20,
0.124327
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28035, training loss: 0.12,
0.231821
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28036, training loss: 0.23,
0.164632
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28037, training loss: 0.16,
0.123924
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 28038, training loss: 0.12,
0.183035
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28039, training loss: 0.18,
0.136591
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28040, training loss: 0.14,
0.123544
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28041, training loss: 0.12,
0.482835
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28042, training loss: 0.48,
0.169052
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28043, training loss: 0.17,
0.354686
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28044, training loss: 0.35,
0.169522
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 28045, training loss: 0.17,
0.172883
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 28046, training loss: 0.17,
0.12816
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 28047, training loss: 0.13,
0.122863
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28048, training loss: 0.12,
0.16036
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 28049, training loss: 0.16,
0.148896
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 28050, training loss: 0.15,
0.1356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28051, training loss: 0.14,
0.148133
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28052, training loss: 0.15,
0.209631
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 28053, training loss: 0.21,
0.177999
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28054, training loss: 0.18,
0.152184
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28055, training loss: 0.15,
0.160993
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28056, training loss: 0.16,
0.149244
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28057, training loss: 0.15,
0.13079
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28058, training loss: 0.13,
0.130328
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28059, training loss: 0.13,
0.148283
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28060, training loss: 0.15,
0.278965
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28061, training loss: 0.28,
0.189592
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28062, training loss: 0.19,
0.14346
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28063, training loss: 0.14,
0.160596
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28064, training loss: 0.16,
0.146291
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 28065, training loss: 0.15,
0.160143
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28066, training loss: 0.16,
0.176589
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28067, training loss: 0.18,
0.172943
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28068, training loss: 0.17,
0.174522
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28069, training loss: 0.17,
0.133702
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28070, training loss: 0.13,
0.210294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 28071, training loss: 0.21,
0.117426
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 28072, training loss: 0.12,
0.129591
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28073, training loss: 0.13,
0.164213
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28074, training loss: 0.16,
0.150261
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28075, training loss: 0.15,
0.163264
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 28076, training loss: 0.16,
0.142223
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28077, training loss: 0.14,
0.146179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 28078, training loss: 0.15,
0.140582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 28079, training loss: 0.14,
0.162494
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 28080, training loss: 0.16,
0.129122
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28081, training loss: 0.13,
0.133812
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 28082, training loss: 0.13,
0.135478
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 28083, training loss: 0.14,
0.175567
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28084, training loss: 0.18,
0.13598
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28085, training loss: 0.14,
0.207329
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28086, training loss: 0.21,
0.247796
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 28087, training loss: 0.25,
0.389988
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28088, training loss: 0.39,
0.177569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 28089, training loss: 0.18,
0.128775
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28090, training loss: 0.13,
0.158746
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 28091, training loss: 0.16,
0.134367
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28092, training loss: 0.13,
0.182061
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 28093, training loss: 0.18,
0.127978
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28094, training loss: 0.13,
0.225255
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28095, training loss: 0.23,
0.129298
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28096, training loss: 0.13,
0.214109
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 28097, training loss: 0.21,
0.155311
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 28098, training loss: 0.16,
0.172806
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 28099, training loss: 0.17,
0.176306
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28100, training loss: 0.18,
0.155357
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 28101, training loss: 0.16,
0.141952
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28102, training loss: 0.14,
0.119609
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 28103, training loss: 0.12,
0.143155
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28104, training loss: 0.14,
0.13184
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28105, training loss: 0.13,
0.256142
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 28106, training loss: 0.26,
0.196702
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 28107, training loss: 0.20,
0.308187
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 28108, training loss: 0.31,
0.131615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28109, training loss: 0.13,
0.223054
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 28110, training loss: 0.22,
0.124792
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 28111, training loss: 0.12,
0.260926
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28112, training loss: 0.26,
0.144955
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28113, training loss: 0.14,
0.148795
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 28114, training loss: 0.15,
0.151311
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 28115, training loss: 0.15,
0.138812
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28116, training loss: 0.14,
0.198776
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28117, training loss: 0.20,
0.152059
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28118, training loss: 0.15,
0.170639
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28119, training loss: 0.17,
0.156792
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 28120, training loss: 0.16,
0.181661
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.6% 20 way one-shot learning accuracy
iteration 28121, training loss: 0.18,
0.148611
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28122, training loss: 0.15,
0.174781
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 28123, training loss: 0.17,
0.163824
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 28124, training loss: 0.16,
0.185092
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28125, training loss: 0.19,
0.171292
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28126, training loss: 0.17,
0.147319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28127, training loss: 0.15,
0.403488
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28128, training loss: 0.40,
0.139422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 28129, training loss: 0.14,
0.157878
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 28130, training loss: 0.16,
0.129036
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28131, training loss: 0.13,
0.196887
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28132, training loss: 0.20,
0.221681
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28133, training loss: 0.22,
0.168023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28134, training loss: 0.17,
0.123813
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 28135, training loss: 0.12,
0.139544
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28136, training loss: 0.14,
0.124497
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 28137, training loss: 0.12,
0.130843
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28138, training loss: 0.13,
0.130835
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 28139, training loss: 0.13,
0.157258
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28140, training loss: 0.16,
0.124115
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 28141, training loss: 0.12,
0.140064
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28142, training loss: 0.14,
0.250988
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 28143, training loss: 0.25,
0.158835
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28144, training loss: 0.16,
0.149051
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 28145, training loss: 0.15,
0.173685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 28146, training loss: 0.17,
0.150104
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28147, training loss: 0.15,
0.2207
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 28148, training loss: 0.22,
0.141771
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 28149, training loss: 0.14,
0.208514
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28150, training loss: 0.21,
0.17742
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 28151, training loss: 0.18,
0.144311
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 28152, training loss: 0.14,
0.192984
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28153, training loss: 0.19,
0.15006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28154, training loss: 0.15,
0.1464
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28155, training loss: 0.15,
0.174255
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28156, training loss: 0.17,
0.151319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 28157, training loss: 0.15,
0.18066
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28158, training loss: 0.18,
0.1327
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 28159, training loss: 0.13,
0.127959
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 28160, training loss: 0.13,
0.186268
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 28161, training loss: 0.19,
0.134344
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28162, training loss: 0.13,
0.141429
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28163, training loss: 0.14,
0.135322
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 28164, training loss: 0.14,
0.117537
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28165, training loss: 0.12,
0.152459
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28166, training loss: 0.15,
0.184663
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28167, training loss: 0.18,
0.257606
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 28168, training loss: 0.26,
0.126541
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28169, training loss: 0.13,
0.126136
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 28170, training loss: 0.13,
0.128606
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 28171, training loss: 0.13,
0.303792
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 28172, training loss: 0.30,
0.129143
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 28173, training loss: 0.13,
0.136635
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 28174, training loss: 0.14,
0.161221
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28175, training loss: 0.16,
0.144741
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 28176, training loss: 0.14,
0.117342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 28177, training loss: 0.12,
0.134884
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28178, training loss: 0.13,
0.156978
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 28179, training loss: 0.16,
0.185629
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28180, training loss: 0.19,
0.225674
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 28181, training loss: 0.23,
0.139654
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 28182, training loss: 0.14,
0.305006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28183, training loss: 0.31,
0.144451
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 28184, training loss: 0.14,
0.171367
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 28185, training loss: 0.17,
0.136697
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28186, training loss: 0.14,
0.143112
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28187, training loss: 0.14,
0.129353
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28188, training loss: 0.13,
0.179476
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28189, training loss: 0.18,
0.137706
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28190, training loss: 0.14,
0.247787
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28191, training loss: 0.25,
0.272326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28192, training loss: 0.27,
0.238173
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28193, training loss: 0.24,
0.14204
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28194, training loss: 0.14,
0.212373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28195, training loss: 0.21,
0.161245
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28196, training loss: 0.16,
0.255879
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28197, training loss: 0.26,
0.14751
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28198, training loss: 0.15,
0.156565
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 28199, training loss: 0.16,
0.146741
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28200, training loss: 0.15,
0.212832
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 28201, training loss: 0.21,
0.142517
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 28202, training loss: 0.14,
0.148679
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28203, training loss: 0.15,
0.146297
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28204, training loss: 0.15,
0.173963
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28205, training loss: 0.17,
0.121735
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 28206, training loss: 0.12,
0.186365
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 28207, training loss: 0.19,
0.25538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28208, training loss: 0.26,
0.148617
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28209, training loss: 0.15,
0.114826
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28210, training loss: 0.11,
0.182641
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28211, training loss: 0.18,
0.196402
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28212, training loss: 0.20,
0.181322
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28213, training loss: 0.18,
0.175639
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 28214, training loss: 0.18,
0.121659
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28215, training loss: 0.12,
0.146903
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28216, training loss: 0.15,
0.142749
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28217, training loss: 0.14,
0.180623
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28218, training loss: 0.18,
0.130983
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28219, training loss: 0.13,
0.127243
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 28220, training loss: 0.13,
0.151348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 28221, training loss: 0.15,
0.156208
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28222, training loss: 0.16,
0.130799
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28223, training loss: 0.13,
0.220079
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28224, training loss: 0.22,
0.136119
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 28225, training loss: 0.14,
0.127976
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28226, training loss: 0.13,
0.135602
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28227, training loss: 0.14,
0.135836
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28228, training loss: 0.14,
0.165099
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28229, training loss: 0.17,
0.147136
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 28230, training loss: 0.15,
0.135898
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28231, training loss: 0.14,
0.154748
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28232, training loss: 0.15,
0.185903
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28233, training loss: 0.19,
0.137826
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28234, training loss: 0.14,
0.122499
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28235, training loss: 0.12,
0.121686
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28236, training loss: 0.12,
0.115666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28237, training loss: 0.12,
0.17275
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28238, training loss: 0.17,
0.156784
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28239, training loss: 0.16,
0.140085
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28240, training loss: 0.14,
0.151096
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 28241, training loss: 0.15,
0.119837
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 28242, training loss: 0.12,
0.130661
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 28243, training loss: 0.13,
0.137865
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 28244, training loss: 0.14,
0.134396
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28245, training loss: 0.13,
0.193768
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28246, training loss: 0.19,
0.160092
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 28247, training loss: 0.16,
0.153688
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 28248, training loss: 0.15,
0.146961
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 28249, training loss: 0.15,
0.177023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 28250, training loss: 0.18,
0.152918
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28251, training loss: 0.15,
0.1401
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28252, training loss: 0.14,
0.133895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 28253, training loss: 0.13,
0.162804
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28254, training loss: 0.16,
0.128884
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 28255, training loss: 0.13,
0.252042
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 28256, training loss: 0.25,
0.346291
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 28257, training loss: 0.35,
0.172952
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28258, training loss: 0.17,
0.129499
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28259, training loss: 0.13,
0.191268
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 28260, training loss: 0.19,
0.122683
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28261, training loss: 0.12,
0.146503
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 28262, training loss: 0.15,
0.130562
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28263, training loss: 0.13,
0.162096
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28264, training loss: 0.16,
0.200487
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 28265, training loss: 0.20,
0.126071
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28266, training loss: 0.13,
0.168005
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 28267, training loss: 0.17,
0.201376
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28268, training loss: 0.20,
0.122519
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28269, training loss: 0.12,
0.159967
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28270, training loss: 0.16,
0.148079
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 28271, training loss: 0.15,
0.122704
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28272, training loss: 0.12,
0.125857
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 28273, training loss: 0.13,
0.325495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28274, training loss: 0.33,
0.185532
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28275, training loss: 0.19,
0.178198
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 28276, training loss: 0.18,
0.1143
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28277, training loss: 0.11,
0.135567
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28278, training loss: 0.14,
0.142446
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28279, training loss: 0.14,
0.222583
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28280, training loss: 0.22,
0.216469
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28281, training loss: 0.22,
0.315893
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 28282, training loss: 0.32,
0.161535
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28283, training loss: 0.16,
0.12104
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 28284, training loss: 0.12,
0.129783
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28285, training loss: 0.13,
0.205771
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28286, training loss: 0.21,
0.185305
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28287, training loss: 0.19,
0.197899
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28288, training loss: 0.20,
0.149276
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28289, training loss: 0.15,
0.135908
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 28290, training loss: 0.14,
0.121281
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28291, training loss: 0.12,
0.131933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 28292, training loss: 0.13,
0.236331
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28293, training loss: 0.24,
0.157385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 28294, training loss: 0.16,
0.204787
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28295, training loss: 0.20,
0.13877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28296, training loss: 0.14,
0.4091
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 28297, training loss: 0.41,
0.177168
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28298, training loss: 0.18,
0.219018
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28299, training loss: 0.22,
0.135211
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28300, training loss: 0.14,
0.15454
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 28301, training loss: 0.15,
0.1262
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 28302, training loss: 0.13,
0.15595
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 28303, training loss: 0.16,
0.148311
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 28304, training loss: 0.15,
0.140294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28305, training loss: 0.14,
0.14949
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28306, training loss: 0.15,
0.160329
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28307, training loss: 0.16,
0.160001
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28308, training loss: 0.16,
0.122242
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28309, training loss: 0.12,
0.1308
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 28310, training loss: 0.13,
0.198741
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28311, training loss: 0.20,
0.121955
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28312, training loss: 0.12,
0.121173
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 28313, training loss: 0.12,
0.187533
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 28314, training loss: 0.19,
0.152069
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 28315, training loss: 0.15,
0.188816
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28316, training loss: 0.19,
0.132913
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 28317, training loss: 0.13,
0.139149
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 28318, training loss: 0.14,
0.145333
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28319, training loss: 0.15,
0.168706
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28320, training loss: 0.17,
0.133583
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28321, training loss: 0.13,
0.16292
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 28322, training loss: 0.16,
0.138732
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 28323, training loss: 0.14,
0.175143
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28324, training loss: 0.18,
0.205123
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28325, training loss: 0.21,
0.128398
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28326, training loss: 0.13,
0.181502
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 28327, training loss: 0.18,
0.12373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 88.0% 20 way one-shot learning accuracy
iteration 28328, training loss: 0.12,
0.354877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 28329, training loss: 0.35,
0.122393
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28330, training loss: 0.12,
0.146821
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28331, training loss: 0.15,
0.198657
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28332, training loss: 0.20,
0.133092
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28333, training loss: 0.13,
0.137718
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 28334, training loss: 0.14,
0.245068
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 28335, training loss: 0.25,
0.197889
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 28336, training loss: 0.20,
0.193443
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28337, training loss: 0.19,
0.125415
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 28338, training loss: 0.13,
0.145145
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 28339, training loss: 0.15,
0.123451
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 28340, training loss: 0.12,
0.151078
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28341, training loss: 0.15,
0.126979
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 28342, training loss: 0.13,
0.290798
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 28343, training loss: 0.29,
0.175015
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 28344, training loss: 0.18,
0.276554
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28345, training loss: 0.28,
0.127206
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28346, training loss: 0.13,
0.136107
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28347, training loss: 0.14,
0.157716
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 28348, training loss: 0.16,
0.323258
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28349, training loss: 0.32,
0.147461
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 28350, training loss: 0.15,
0.130437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 28351, training loss: 0.13,
0.126752
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28352, training loss: 0.13,
0.211317
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28353, training loss: 0.21,
0.245587
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28354, training loss: 0.25,
0.121784
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 28355, training loss: 0.12,
0.137361
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 28356, training loss: 0.14,
0.121011
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 28357, training loss: 0.12,
0.144846
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28358, training loss: 0.14,
0.194323
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28359, training loss: 0.19,
0.124221
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28360, training loss: 0.12,
0.145039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28361, training loss: 0.15,
0.150827
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28362, training loss: 0.15,
0.144343
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28363, training loss: 0.14,
0.171055
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 28364, training loss: 0.17,
0.131692
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 28365, training loss: 0.13,
0.200742
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28366, training loss: 0.20,
0.129525
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28367, training loss: 0.13,
0.223863
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 28368, training loss: 0.22,
0.145199
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 28369, training loss: 0.15,
0.154554
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 28370, training loss: 0.15,
0.126435
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28371, training loss: 0.13,
0.11974
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28372, training loss: 0.12,
0.319505
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28373, training loss: 0.32,
0.16619
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28374, training loss: 0.17,
0.149157
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28375, training loss: 0.15,
0.152917
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28376, training loss: 0.15,
0.141745
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28377, training loss: 0.14,
0.166291
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28378, training loss: 0.17,
0.127129
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 28379, training loss: 0.13,
0.167388
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 28380, training loss: 0.17,
0.146513
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28381, training loss: 0.15,
0.127952
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 28382, training loss: 0.13,
0.152914
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28383, training loss: 0.15,
0.133841
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 28384, training loss: 0.13,
0.302608
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 28385, training loss: 0.30,
0.146026
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28386, training loss: 0.15,
0.151913
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 28387, training loss: 0.15,
0.140429
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 28388, training loss: 0.14,
0.217286
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 28389, training loss: 0.22,
0.121932
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28390, training loss: 0.12,
0.267645
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28391, training loss: 0.27,
0.342531
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 28392, training loss: 0.34,
0.362358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28393, training loss: 0.36,
0.201714
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28394, training loss: 0.20,
0.150355
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 28395, training loss: 0.15,
0.141228
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28396, training loss: 0.14,
0.149221
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28397, training loss: 0.15,
0.147777
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28398, training loss: 0.15,
0.12294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28399, training loss: 0.12,
0.138226
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 28400, training loss: 0.14,
0.125384
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28401, training loss: 0.13,
0.200269
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28402, training loss: 0.20,
0.173358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28403, training loss: 0.17,
0.122916
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28404, training loss: 0.12,
0.117928
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28405, training loss: 0.12,
0.284226
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28406, training loss: 0.28,
0.156637
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28407, training loss: 0.16,
0.119054
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28408, training loss: 0.12,
0.149211
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 28409, training loss: 0.15,
0.186515
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28410, training loss: 0.19,
0.180495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 28411, training loss: 0.18,
0.229665
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 28412, training loss: 0.23,
0.164542
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 28413, training loss: 0.16,
0.134508
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 28414, training loss: 0.13,
0.145565
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28415, training loss: 0.15,
0.166014
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28416, training loss: 0.17,
0.174893
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28417, training loss: 0.17,
0.152326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28418, training loss: 0.15,
0.139305
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 28419, training loss: 0.14,
0.143911
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28420, training loss: 0.14,
0.158456
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28421, training loss: 0.16,
0.174012
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 28422, training loss: 0.17,
0.154747
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 28423, training loss: 0.15,
0.134625
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 28424, training loss: 0.13,
0.161283
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28425, training loss: 0.16,
0.258181
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28426, training loss: 0.26,
0.20197
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28427, training loss: 0.20,
0.137245
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28428, training loss: 0.14,
0.169422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 28429, training loss: 0.17,
0.258889
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 28430, training loss: 0.26,
0.136992
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28431, training loss: 0.14,
0.118659
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 28432, training loss: 0.12,
0.128362
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28433, training loss: 0.13,
0.144709
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28434, training loss: 0.14,
0.129515
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28435, training loss: 0.13,
0.216408
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28436, training loss: 0.22,
0.144723
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 28437, training loss: 0.14,
0.115056
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28438, training loss: 0.12,
0.122295
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 28439, training loss: 0.12,
0.121723
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28440, training loss: 0.12,
0.121999
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28441, training loss: 0.12,
0.140028
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28442, training loss: 0.14,
0.151011
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28443, training loss: 0.15,
0.199778
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 28444, training loss: 0.20,
0.166915
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28445, training loss: 0.17,
0.129745
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 28446, training loss: 0.13,
0.144094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 28447, training loss: 0.14,
0.158126
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28448, training loss: 0.16,
0.156432
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 28449, training loss: 0.16,
0.140196
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28450, training loss: 0.14,
0.131861
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 28451, training loss: 0.13,
0.135743
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 28452, training loss: 0.14,
0.166637
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28453, training loss: 0.17,
0.125353
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 28454, training loss: 0.13,
0.122318
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28455, training loss: 0.12,
0.134193
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28456, training loss: 0.13,
0.127226
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28457, training loss: 0.13,
0.168998
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28458, training loss: 0.17,
0.147579
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28459, training loss: 0.15,
0.231123
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 28460, training loss: 0.23,
0.131542
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28461, training loss: 0.13,
0.154512
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28462, training loss: 0.15,
0.141144
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28463, training loss: 0.14,
0.129814
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28464, training loss: 0.13,
0.139684
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28465, training loss: 0.14,
0.135025
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 28466, training loss: 0.14,
0.253721
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28467, training loss: 0.25,
0.151127
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 28468, training loss: 0.15,
0.129765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28469, training loss: 0.13,
0.123364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 28470, training loss: 0.12,
0.141184
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28471, training loss: 0.14,
0.145104
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 28472, training loss: 0.15,
0.12354
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28473, training loss: 0.12,
0.136093
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 28474, training loss: 0.14,
0.139674
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28475, training loss: 0.14,
0.117022
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 28476, training loss: 0.12,
0.136965
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28477, training loss: 0.14,
0.135443
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 28478, training loss: 0.14,
0.171652
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 28479, training loss: 0.17,
0.164119
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 28480, training loss: 0.16,
0.140584
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28481, training loss: 0.14,
0.240273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 28482, training loss: 0.24,
0.281427
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 28483, training loss: 0.28,
0.248746
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 28484, training loss: 0.25,
0.126538
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28485, training loss: 0.13,
0.241747
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28486, training loss: 0.24,
0.130156
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28487, training loss: 0.13,
0.119196
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28488, training loss: 0.12,
0.160838
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28489, training loss: 0.16,
0.145126
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28490, training loss: 0.15,
0.146563
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28491, training loss: 0.15,
0.140636
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28492, training loss: 0.14,
0.134038
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28493, training loss: 0.13,
0.155472
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 28494, training loss: 0.16,
0.220353
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28495, training loss: 0.22,
0.222683
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28496, training loss: 0.22,
0.12245
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 28497, training loss: 0.12,
0.15581
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28498, training loss: 0.16,
0.138711
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28499, training loss: 0.14,
0.253521
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 28500, training loss: 0.25,
0.152525
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28501, training loss: 0.15,
0.133366
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28502, training loss: 0.13,
0.136911
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28503, training loss: 0.14,
0.139852
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28504, training loss: 0.14,
0.129558
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28505, training loss: 0.13,
0.120461
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28506, training loss: 0.12,
0.140257
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 28507, training loss: 0.14,
0.261979
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28508, training loss: 0.26,
0.245524
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28509, training loss: 0.25,
0.142688
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 28510, training loss: 0.14,
0.128238
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28511, training loss: 0.13,
0.181645
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28512, training loss: 0.18,
0.122713
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28513, training loss: 0.12,
0.144971
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 28514, training loss: 0.14,
0.161455
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 88.0% 20 way one-shot learning accuracy
iteration 28515, training loss: 0.16,
0.151694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28516, training loss: 0.15,
0.172425
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28517, training loss: 0.17,
0.180575
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28518, training loss: 0.18,
0.174148
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 28519, training loss: 0.17,
0.299369
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28520, training loss: 0.30,
0.165658
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28521, training loss: 0.17,
0.3405
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28522, training loss: 0.34,
0.160553
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 28523, training loss: 0.16,
0.208145
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28524, training loss: 0.21,
0.148389
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 28525, training loss: 0.15,
0.198301
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 28526, training loss: 0.20,
0.134059
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28527, training loss: 0.13,
0.174669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28528, training loss: 0.17,
0.163949
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28529, training loss: 0.16,
0.133675
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 28530, training loss: 0.13,
0.122694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 28531, training loss: 0.12,
0.144841
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28532, training loss: 0.14,
0.185388
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28533, training loss: 0.19,
0.169269
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 28534, training loss: 0.17,
0.157006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28535, training loss: 0.16,
0.126333
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 28536, training loss: 0.13,
0.22688
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28537, training loss: 0.23,
0.129145
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28538, training loss: 0.13,
0.134656
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 28539, training loss: 0.13,
0.138427
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 28540, training loss: 0.14,
0.14444
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28541, training loss: 0.14,
0.216127
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28542, training loss: 0.22,
0.237287
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28543, training loss: 0.24,
0.160259
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 28544, training loss: 0.16,
0.127894
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28545, training loss: 0.13,
0.146785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28546, training loss: 0.15,
0.17229
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28547, training loss: 0.17,
0.146702
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28548, training loss: 0.15,
0.135721
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28549, training loss: 0.14,
0.133923
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 28550, training loss: 0.13,
0.163627
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28551, training loss: 0.16,
0.142946
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 28552, training loss: 0.14,
0.136118
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28553, training loss: 0.14,
0.118127
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 28554, training loss: 0.12,
0.140877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 28555, training loss: 0.14,
0.274704
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 28556, training loss: 0.27,
0.185521
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 28557, training loss: 0.19,
0.151864
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28558, training loss: 0.15,
0.130143
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 28559, training loss: 0.13,
0.139351
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28560, training loss: 0.14,
0.151771
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 28561, training loss: 0.15,
0.157732
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 88.4% 20 way one-shot learning accuracy
iteration 28562, training loss: 0.16,
0.114678
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28563, training loss: 0.11,
0.228557
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 28564, training loss: 0.23,
0.128973
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28565, training loss: 0.13,
0.130905
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28566, training loss: 0.13,
0.154085
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28567, training loss: 0.15,
0.130195
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28568, training loss: 0.13,
0.153927
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28569, training loss: 0.15,
0.232774
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 28570, training loss: 0.23,
0.140942
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28571, training loss: 0.14,
0.1425
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 28572, training loss: 0.14,
0.259949
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28573, training loss: 0.26,
0.245551
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 28574, training loss: 0.25,
0.142364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28575, training loss: 0.14,
0.135851
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 28576, training loss: 0.14,
0.203002
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28577, training loss: 0.20,
0.159095
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28578, training loss: 0.16,
0.119446
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28579, training loss: 0.12,
0.328679
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28580, training loss: 0.33,
0.13177
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 28581, training loss: 0.13,
0.155926
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 28582, training loss: 0.16,
0.128902
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 28583, training loss: 0.13,
0.137331
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 28584, training loss: 0.14,
0.136283
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28585, training loss: 0.14,
0.159641
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28586, training loss: 0.16,
0.143568
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 88.4% 20 way one-shot learning accuracy
iteration 28587, training loss: 0.14,
0.139855
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28588, training loss: 0.14,
0.145998
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 28589, training loss: 0.15,
0.125144
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28590, training loss: 0.13,
0.139964
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28591, training loss: 0.14,
0.220024
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 28592, training loss: 0.22,
0.117511
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28593, training loss: 0.12,
0.13815
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 28594, training loss: 0.14,
0.17637
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 28595, training loss: 0.18,
0.120525
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28596, training loss: 0.12,
0.143318
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 28597, training loss: 0.14,
0.147818
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 28598, training loss: 0.15,
0.145812
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28599, training loss: 0.15,
0.138859
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 28600, training loss: 0.14,
0.183425
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28601, training loss: 0.18,
0.387793
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 28602, training loss: 0.39,
0.12002
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28603, training loss: 0.12,
0.176993
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28604, training loss: 0.18,
0.125995
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28605, training loss: 0.13,
0.127752
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28606, training loss: 0.13,
0.223431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28607, training loss: 0.22,
0.142547
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28608, training loss: 0.14,
0.137939
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 28609, training loss: 0.14,
0.150693
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28610, training loss: 0.15,
0.262373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28611, training loss: 0.26,
0.126115
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28612, training loss: 0.13,
0.156411
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 28613, training loss: 0.16,
0.156206
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 28614, training loss: 0.16,
0.157935
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 28615, training loss: 0.16,
0.131745
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28616, training loss: 0.13,
0.117533
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28617, training loss: 0.12,
0.125473
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28618, training loss: 0.13,
0.163094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 28619, training loss: 0.16,
0.127453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28620, training loss: 0.13,
0.14093
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 28621, training loss: 0.14,
0.135305
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28622, training loss: 0.14,
0.201792
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28623, training loss: 0.20,
0.224004
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 28624, training loss: 0.22,
0.114806
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28625, training loss: 0.11,
0.116407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28626, training loss: 0.12,
0.164694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28627, training loss: 0.16,
0.144513
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 28628, training loss: 0.14,
0.128911
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28629, training loss: 0.13,
0.304284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28630, training loss: 0.30,
0.167789
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 28631, training loss: 0.17,
0.137976
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28632, training loss: 0.14,
0.162428
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28633, training loss: 0.16,
0.134467
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28634, training loss: 0.13,
0.271212
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28635, training loss: 0.27,
0.184288
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28636, training loss: 0.18,
0.12707
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 88.8% 20 way one-shot learning accuracy
iteration 28637, training loss: 0.13,
0.173607
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28638, training loss: 0.17,
0.148268
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28639, training loss: 0.15,
0.134931
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28640, training loss: 0.13,
0.148949
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28641, training loss: 0.15,
0.135619
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28642, training loss: 0.14,
0.191652
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 28643, training loss: 0.19,
0.14126
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28644, training loss: 0.14,
0.139075
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28645, training loss: 0.14,
0.171527
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28646, training loss: 0.17,
0.167501
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 28647, training loss: 0.17,
0.157101
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 28648, training loss: 0.16,
0.130414
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28649, training loss: 0.13,
0.127753
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 28650, training loss: 0.13,
0.142118
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 28651, training loss: 0.14,
0.123495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28652, training loss: 0.12,
0.205134
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28653, training loss: 0.21,
0.13941
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28654, training loss: 0.14,
0.14212
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 28655, training loss: 0.14,
0.154496
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28656, training loss: 0.15,
0.219784
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 28657, training loss: 0.22,
0.138883
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 28658, training loss: 0.14,
0.167111
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28659, training loss: 0.17,
0.118104
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 28660, training loss: 0.12,
0.181273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 28661, training loss: 0.18,
0.134609
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 28662, training loss: 0.13,
0.165221
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 28663, training loss: 0.17,
0.193817
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 28664, training loss: 0.19,
0.140837
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 28665, training loss: 0.14,
0.172713
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28666, training loss: 0.17,
0.287515
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 28667, training loss: 0.29,
0.144223
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28668, training loss: 0.14,
0.231541
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 28669, training loss: 0.23,
0.182216
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28670, training loss: 0.18,
0.219324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28671, training loss: 0.22,
0.128103
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 28672, training loss: 0.13,
0.151741
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 28673, training loss: 0.15,
0.169058
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28674, training loss: 0.17,
0.138537
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 28675, training loss: 0.14,
0.176401
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28676, training loss: 0.18,
0.150384
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 28677, training loss: 0.15,
0.137059
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28678, training loss: 0.14,
0.143776
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28679, training loss: 0.14,
0.152617
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28680, training loss: 0.15,
0.128437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28681, training loss: 0.13,
0.131572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 28682, training loss: 0.13,
0.139175
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28683, training loss: 0.14,
0.178117
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28684, training loss: 0.18,
0.148039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 28685, training loss: 0.15,
0.265616
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28686, training loss: 0.27,
0.131904
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 28687, training loss: 0.13,
0.148124
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 28688, training loss: 0.15,
0.165471
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 28689, training loss: 0.17,
0.125528
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 28690, training loss: 0.13,
0.185041
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28691, training loss: 0.19,
0.133841
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28692, training loss: 0.13,
0.151074
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 28693, training loss: 0.15,
0.165168
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28694, training loss: 0.17,
0.163027
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 28695, training loss: 0.16,
0.120331
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28696, training loss: 0.12,
0.135345
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28697, training loss: 0.14,
0.151422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28698, training loss: 0.15,
0.18857
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28699, training loss: 0.19,
0.13948
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28700, training loss: 0.14,
0.494685
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28701, training loss: 0.49,
0.130122
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28702, training loss: 0.13,
0.160395
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28703, training loss: 0.16,
0.12462
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 28704, training loss: 0.12,
0.190493
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28705, training loss: 0.19,
0.13479
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28706, training loss: 0.13,
0.172151
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 88.0% 20 way one-shot learning accuracy
iteration 28707, training loss: 0.17,
0.192022
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28708, training loss: 0.19,
0.131179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28709, training loss: 0.13,
0.196457
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28710, training loss: 0.20,
0.220614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 28711, training loss: 0.22,
0.148471
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28712, training loss: 0.15,
0.155485
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28713, training loss: 0.16,
0.2602
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 28714, training loss: 0.26,
0.142609
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28715, training loss: 0.14,
0.139222
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28716, training loss: 0.14,
0.123311
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 28717, training loss: 0.12,
0.154205
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28718, training loss: 0.15,
0.173213
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 88.0% 20 way one-shot learning accuracy
iteration 28719, training loss: 0.17,
0.135636
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28720, training loss: 0.14,
0.146558
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 28721, training loss: 0.15,
0.172556
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 28722, training loss: 0.17,
0.127539
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28723, training loss: 0.13,
0.146561
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28724, training loss: 0.15,
0.128212
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28725, training loss: 0.13,
0.188334
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28726, training loss: 0.19,
0.218922
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28727, training loss: 0.22,
0.122632
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 28728, training loss: 0.12,
0.156974
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 28729, training loss: 0.16,
0.151853
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 28730, training loss: 0.15,
0.154534
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 28731, training loss: 0.15,
0.154281
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28732, training loss: 0.15,
0.133763
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28733, training loss: 0.13,
0.135161
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 28734, training loss: 0.14,
0.147809
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28735, training loss: 0.15,
0.145812
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28736, training loss: 0.15,
0.153618
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 28737, training loss: 0.15,
0.232012
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 28738, training loss: 0.23,
0.132357
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 28739, training loss: 0.13,
0.117352
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.6% 20 way one-shot learning accuracy
iteration 28740, training loss: 0.12,
0.156073
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 28741, training loss: 0.16,
0.194348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28742, training loss: 0.19,
0.131599
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28743, training loss: 0.13,
0.122493
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28744, training loss: 0.12,
0.14542
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 28745, training loss: 0.15,
0.116666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 28746, training loss: 0.12,
0.152713
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28747, training loss: 0.15,
0.123916
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28748, training loss: 0.12,
0.266617
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28749, training loss: 0.27,
0.1745
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28750, training loss: 0.17,
0.12175
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28751, training loss: 0.12,
0.130001
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28752, training loss: 0.13,
0.13631
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28753, training loss: 0.14,
0.125567
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 28754, training loss: 0.13,
0.133907
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28755, training loss: 0.13,
0.265292
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 28756, training loss: 0.27,
0.116712
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28757, training loss: 0.12,
0.117227
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28758, training loss: 0.12,
0.13205
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28759, training loss: 0.13,
0.177929
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28760, training loss: 0.18,
0.337809
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28761, training loss: 0.34,
0.133374
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28762, training loss: 0.13,
0.117742
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28763, training loss: 0.12,
0.172553
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28764, training loss: 0.17,
0.147043
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28765, training loss: 0.15,
0.122944
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28766, training loss: 0.12,
0.129662
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28767, training loss: 0.13,
0.154129
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28768, training loss: 0.15,
0.125485
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 28769, training loss: 0.13,
0.12677
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 28770, training loss: 0.13,
0.131165
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28771, training loss: 0.13,
0.161572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 28772, training loss: 0.16,
0.19255
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28773, training loss: 0.19,
0.195758
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28774, training loss: 0.20,
0.165918
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 28775, training loss: 0.17,
0.200043
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28776, training loss: 0.20,
0.130449
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28777, training loss: 0.13,
0.124532
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 28778, training loss: 0.12,
0.136566
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28779, training loss: 0.14,
0.139181
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28780, training loss: 0.14,
0.158077
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 28781, training loss: 0.16,
0.113446
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28782, training loss: 0.11,
0.151457
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28783, training loss: 0.15,
0.158094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 28784, training loss: 0.16,
0.138449
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28785, training loss: 0.14,
0.152361
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28786, training loss: 0.15,
0.189467
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 28787, training loss: 0.19,
0.133934
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 28788, training loss: 0.13,
0.159452
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 28789, training loss: 0.16,
0.143907
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 28790, training loss: 0.14,
0.218652
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28791, training loss: 0.22,
0.211385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 28792, training loss: 0.21,
0.162747
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 28793, training loss: 0.16,
0.12959
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 28794, training loss: 0.13,
0.131572
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 28795, training loss: 0.13,
0.15524
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28796, training loss: 0.16,
0.13639
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28797, training loss: 0.14,
0.147866
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28798, training loss: 0.15,
0.128539
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28799, training loss: 0.13,
0.148398
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28800, training loss: 0.15,
0.179134
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28801, training loss: 0.18,
0.178736
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 28802, training loss: 0.18,
0.131223
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28803, training loss: 0.13,
0.134356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 28804, training loss: 0.13,
0.140624
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28805, training loss: 0.14,
0.229446
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 28806, training loss: 0.23,
0.165352
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28807, training loss: 0.17,
0.320512
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 28808, training loss: 0.32,
0.11981
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28809, training loss: 0.12,
0.149872
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 28810, training loss: 0.15,
0.148231
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 28811, training loss: 0.15,
0.163609
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28812, training loss: 0.16,
0.216274
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28813, training loss: 0.22,
0.131313
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28814, training loss: 0.13,
0.140856
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28815, training loss: 0.14,
0.128332
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28816, training loss: 0.13,
0.132311
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28817, training loss: 0.13,
0.147168
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 28818, training loss: 0.15,
0.2039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28819, training loss: 0.20,
0.133549
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28820, training loss: 0.13,
0.139593
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28821, training loss: 0.14,
0.216565
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28822, training loss: 0.22,
0.22142
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28823, training loss: 0.22,
0.158972
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28824, training loss: 0.16,
0.132436
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28825, training loss: 0.13,
0.149503
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 28826, training loss: 0.15,
0.174852
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28827, training loss: 0.17,
0.123776
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28828, training loss: 0.12,
0.138528
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28829, training loss: 0.14,
0.179811
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28830, training loss: 0.18,
0.134791
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28831, training loss: 0.13,
0.273612
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28832, training loss: 0.27,
0.153657
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28833, training loss: 0.15,
0.241847
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28834, training loss: 0.24,
0.152701
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28835, training loss: 0.15,
0.159
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28836, training loss: 0.16,
0.129353
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28837, training loss: 0.13,
0.260479
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 28838, training loss: 0.26,
0.195579
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28839, training loss: 0.20,
0.157715
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 28840, training loss: 0.16,
0.126602
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28841, training loss: 0.13,
0.150123
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 28842, training loss: 0.15,
0.147589
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 28843, training loss: 0.15,
0.219459
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28844, training loss: 0.22,
0.271917
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 28845, training loss: 0.27,
0.276212
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28846, training loss: 0.28,
0.179874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28847, training loss: 0.18,
0.193656
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 28848, training loss: 0.19,
0.120024
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 88.0% 20 way one-shot learning accuracy
iteration 28849, training loss: 0.12,
0.119955
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28850, training loss: 0.12,
0.222947
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28851, training loss: 0.22,
0.198281
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 28852, training loss: 0.20,
0.161782
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28853, training loss: 0.16,
0.13428
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28854, training loss: 0.13,
0.155322
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28855, training loss: 0.16,
0.156088
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28856, training loss: 0.16,
0.178428
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28857, training loss: 0.18,
0.158012
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28858, training loss: 0.16,
0.138362
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28859, training loss: 0.14,
0.339448
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28860, training loss: 0.34,
0.157075
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 28861, training loss: 0.16,
0.218168
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28862, training loss: 0.22,
0.180902
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 28863, training loss: 0.18,
0.139007
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28864, training loss: 0.14,
0.136145
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28865, training loss: 0.14,
0.22713
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28866, training loss: 0.23,
0.152034
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 28867, training loss: 0.15,
0.126973
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28868, training loss: 0.13,
0.128679
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28869, training loss: 0.13,
0.189025
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28870, training loss: 0.19,
0.159513
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28871, training loss: 0.16,
0.203928
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28872, training loss: 0.20,
0.273024
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28873, training loss: 0.27,
0.138785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 28874, training loss: 0.14,
0.175174
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28875, training loss: 0.18,
0.169039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28876, training loss: 0.17,
0.180627
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 28877, training loss: 0.18,
0.208662
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28878, training loss: 0.21,
0.143368
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 28879, training loss: 0.14,
0.117767
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28880, training loss: 0.12,
0.139859
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 28881, training loss: 0.14,
0.124113
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28882, training loss: 0.12,
0.143397
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28883, training loss: 0.14,
0.139221
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28884, training loss: 0.14,
0.126621
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 28885, training loss: 0.13,
0.192532
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 28886, training loss: 0.19,
0.14395
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28887, training loss: 0.14,
0.171299
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 28888, training loss: 0.17,
0.167928
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28889, training loss: 0.17,
0.126642
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 28890, training loss: 0.13,
0.127469
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 28891, training loss: 0.13,
0.293282
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28892, training loss: 0.29,
0.136789
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28893, training loss: 0.14,
0.11791
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28894, training loss: 0.12,
0.12548
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28895, training loss: 0.13,
0.169986
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28896, training loss: 0.17,
0.117995
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28897, training loss: 0.12,
0.206331
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 28898, training loss: 0.21,
0.200991
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28899, training loss: 0.20,
0.296012
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 28900, training loss: 0.30,
0.139698
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28901, training loss: 0.14,
0.119047
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28902, training loss: 0.12,
0.129521
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 28903, training loss: 0.13,
0.145914
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 28904, training loss: 0.15,
0.145581
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28905, training loss: 0.15,
0.223618
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28906, training loss: 0.22,
0.128691
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28907, training loss: 0.13,
0.217847
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28908, training loss: 0.22,
0.156221
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28909, training loss: 0.16,
0.155225
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28910, training loss: 0.16,
0.138284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28911, training loss: 0.14,
0.125983
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 28912, training loss: 0.13,
0.197279
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28913, training loss: 0.20,
0.110826
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28914, training loss: 0.11,
0.165358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28915, training loss: 0.17,
0.13951
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28916, training loss: 0.14,
0.121949
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 28917, training loss: 0.12,
0.196162
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 28918, training loss: 0.20,
0.126415
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 28919, training loss: 0.13,
0.213599
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28920, training loss: 0.21,
0.129847
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 28921, training loss: 0.13,
0.187455
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28922, training loss: 0.19,
0.146121
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28923, training loss: 0.15,
0.145629
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28924, training loss: 0.15,
0.234126
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 28925, training loss: 0.23,
0.329623
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28926, training loss: 0.33,
0.137051
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28927, training loss: 0.14,
0.140066
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 28928, training loss: 0.14,
0.129059
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28929, training loss: 0.13,
0.132487
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28930, training loss: 0.13,
0.117357
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 28931, training loss: 0.12,
0.223629
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28932, training loss: 0.22,
0.139585
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28933, training loss: 0.14,
0.130653
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 28934, training loss: 0.13,
0.138653
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28935, training loss: 0.14,
0.137526
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 28936, training loss: 0.14,
0.165599
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28937, training loss: 0.17,
0.133198
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 28938, training loss: 0.13,
0.171703
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 28939, training loss: 0.17,
0.291687
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 28940, training loss: 0.29,
0.118743
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28941, training loss: 0.12,
0.129614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28942, training loss: 0.13,
0.187517
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 28943, training loss: 0.19,
0.211457
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28944, training loss: 0.21,
0.143567
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 28945, training loss: 0.14,
0.152539
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28946, training loss: 0.15,
0.346444
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28947, training loss: 0.35,
0.201323
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 28948, training loss: 0.20,
0.12895
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28949, training loss: 0.13,
0.157595
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28950, training loss: 0.16,
0.15434
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 28951, training loss: 0.15,
0.249443
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28952, training loss: 0.25,
0.124453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 28953, training loss: 0.12,
0.149133
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28954, training loss: 0.15,
0.132771
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 28955, training loss: 0.13,
0.18543
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 28956, training loss: 0.19,
0.218802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28957, training loss: 0.22,
0.206154
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 28958, training loss: 0.21,
0.139429
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28959, training loss: 0.14,
0.245373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28960, training loss: 0.25,
0.228186
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28961, training loss: 0.23,
0.117206
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 28962, training loss: 0.12,
0.170591
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28963, training loss: 0.17,
0.144107
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28964, training loss: 0.14,
0.14728
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 28965, training loss: 0.15,
0.196066
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28966, training loss: 0.20,
0.134401
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28967, training loss: 0.13,
0.190816
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28968, training loss: 0.19,
0.166111
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 28969, training loss: 0.17,
0.245915
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 28970, training loss: 0.25,
0.141862
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.6% 20 way one-shot learning accuracy
iteration 28971, training loss: 0.14,
0.227765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 28972, training loss: 0.23,
0.134821
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28973, training loss: 0.13,
0.25361
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28974, training loss: 0.25,
0.200094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 28975, training loss: 0.20,
0.163675
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28976, training loss: 0.16,
0.128723
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 28977, training loss: 0.13,
0.148292
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 28978, training loss: 0.15,
0.201542
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28979, training loss: 0.20,
0.248582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28980, training loss: 0.25,
0.126807
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 28981, training loss: 0.13,
0.125368
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 28982, training loss: 0.13,
0.14025
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 28983, training loss: 0.14,
0.197105
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 28984, training loss: 0.20,
0.164411
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28985, training loss: 0.16,
0.235509
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 28986, training loss: 0.24,
0.245766
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 28987, training loss: 0.25,
0.281198
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 28988, training loss: 0.28,
0.131051
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28989, training loss: 0.13,
0.127309
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 28990, training loss: 0.13,
0.157606
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 28991, training loss: 0.16,
0.17346
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 28992, training loss: 0.17,
0.12944
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 28993, training loss: 0.13,
0.23123
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 28994, training loss: 0.23,
0.157973
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 28995, training loss: 0.16,
0.149603
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 28996, training loss: 0.15,
0.123146
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 28997, training loss: 0.12,
0.181506
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 28998, training loss: 0.18,
0.139357
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 28999, training loss: 0.14,
0.14012
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 29000, training loss: 0.14,
0.126202
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 29001, training loss: 0.13,
0.152545
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29002, training loss: 0.15,
0.14053
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29003, training loss: 0.14,
0.255978
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 29004, training loss: 0.26,
0.18615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 29005, training loss: 0.19,
0.123774
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29006, training loss: 0.12,
0.148631
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 29007, training loss: 0.15,
0.272289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 29008, training loss: 0.27,
0.322452
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 29009, training loss: 0.32,
0.302748
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 29010, training loss: 0.30,
0.129302
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 29011, training loss: 0.13,
0.133063
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 29012, training loss: 0.13,
0.1522
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 29013, training loss: 0.15,
0.160025
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 29014, training loss: 0.16,
0.137084
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 29015, training loss: 0.14,
0.206312
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29016, training loss: 0.21,
0.129341
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29017, training loss: 0.13,
0.135039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 29018, training loss: 0.14,
0.182407
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29019, training loss: 0.18,
0.141158
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29020, training loss: 0.14,
0.143201
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 29021, training loss: 0.14,
0.161359
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29022, training loss: 0.16,
0.239959
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29023, training loss: 0.24,
0.130762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 29024, training loss: 0.13,
0.173877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.6% 20 way one-shot learning accuracy
iteration 29025, training loss: 0.17,
0.147899
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29026, training loss: 0.15,
0.373714
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29027, training loss: 0.37,
0.132144
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 29028, training loss: 0.13,
0.233907
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29029, training loss: 0.23,
0.440513
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29030, training loss: 0.44,
0.149181
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29031, training loss: 0.15,
0.141608
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29032, training loss: 0.14,
0.168187
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29033, training loss: 0.17,
0.174287
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29034, training loss: 0.17,
0.314933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29035, training loss: 0.31,
0.163018
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 88.4% 20 way one-shot learning accuracy
iteration 29036, training loss: 0.16,
0.207923
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29037, training loss: 0.21,
0.123622
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29038, training loss: 0.12,
0.131898
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 29039, training loss: 0.13,
0.158561
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.6% 20 way one-shot learning accuracy
iteration 29040, training loss: 0.16,
0.189111
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29041, training loss: 0.19,
0.139508
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29042, training loss: 0.14,
0.134872
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29043, training loss: 0.13,
0.156965
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29044, training loss: 0.16,
0.223041
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29045, training loss: 0.22,
0.132076
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 29046, training loss: 0.13,
0.136113
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29047, training loss: 0.14,
0.278126
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29048, training loss: 0.28,
0.21807
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 29049, training loss: 0.22,
0.165802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29050, training loss: 0.17,
0.159214
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 29051, training loss: 0.16,
0.134045
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 29052, training loss: 0.13,
0.169608
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29053, training loss: 0.17,
0.216197
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 29054, training loss: 0.22,
0.12622
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 29055, training loss: 0.13,
0.136359
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 29056, training loss: 0.14,
0.142979
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29057, training loss: 0.14,
0.124452
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 29058, training loss: 0.12,
0.127537
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 29059, training loss: 0.13,
0.181696
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 29060, training loss: 0.18,
0.221178
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 29061, training loss: 0.22,
0.148353
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 29062, training loss: 0.15,
0.173707
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29063, training loss: 0.17,
0.20729
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 29064, training loss: 0.21,
0.131505
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29065, training loss: 0.13,
0.120831
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 29066, training loss: 0.12,
0.20736
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29067, training loss: 0.21,
0.134196
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29068, training loss: 0.13,
0.193852
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29069, training loss: 0.19,
0.143418
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29070, training loss: 0.14,
0.200925
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29071, training loss: 0.20,
0.216328
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 29072, training loss: 0.22,
0.140216
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29073, training loss: 0.14,
0.209656
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29074, training loss: 0.21,
0.146373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29075, training loss: 0.15,
0.17357
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29076, training loss: 0.17,
0.161629
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29077, training loss: 0.16,
0.133878
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29078, training loss: 0.13,
0.117892
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29079, training loss: 0.12,
0.190741
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29080, training loss: 0.19,
0.124833
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 29081, training loss: 0.12,
0.130994
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29082, training loss: 0.13,
0.162043
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 29083, training loss: 0.16,
0.13944
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29084, training loss: 0.14,
0.161272
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29085, training loss: 0.16,
0.219232
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29086, training loss: 0.22,
0.125315
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29087, training loss: 0.13,
0.116793
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29088, training loss: 0.12,
0.175495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29089, training loss: 0.18,
0.141272
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 29090, training loss: 0.14,
0.127346
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29091, training loss: 0.13,
0.196204
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29092, training loss: 0.20,
0.14862
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 29093, training loss: 0.15,
0.172057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29094, training loss: 0.17,
0.193249
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29095, training loss: 0.19,
0.275328
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29096, training loss: 0.28,
0.184012
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29097, training loss: 0.18,
0.134467
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 29098, training loss: 0.13,
0.130731
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29099, training loss: 0.13,
0.194199
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29100, training loss: 0.19,
0.117671
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 29101, training loss: 0.12,
0.191801
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 29102, training loss: 0.19,
0.134328
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 29103, training loss: 0.13,
0.159203
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 29104, training loss: 0.16,
0.216223
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29105, training loss: 0.22,
0.224996
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29106, training loss: 0.22,
0.128021
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29107, training loss: 0.13,
0.170347
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 29108, training loss: 0.17,
0.124893
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29109, training loss: 0.12,
0.17546
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 29110, training loss: 0.18,
0.131131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29111, training loss: 0.13,
0.145601
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 29112, training loss: 0.15,
0.240562
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 29113, training loss: 0.24,
0.133517
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29114, training loss: 0.13,
0.120493
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29115, training loss: 0.12,
0.17592
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29116, training loss: 0.18,
0.151769
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29117, training loss: 0.15,
0.143495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 29118, training loss: 0.14,
0.156064
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29119, training loss: 0.16,
0.202041
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29120, training loss: 0.20,
0.131765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29121, training loss: 0.13,
0.127186
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29122, training loss: 0.13,
0.25244
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29123, training loss: 0.25,
0.126977
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29124, training loss: 0.13,
0.145119
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29125, training loss: 0.15,
0.150328
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 29126, training loss: 0.15,
0.120834
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29127, training loss: 0.12,
0.133455
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29128, training loss: 0.13,
0.130979
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29129, training loss: 0.13,
0.164626
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29130, training loss: 0.16,
0.132036
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 29131, training loss: 0.13,
0.13724
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 29132, training loss: 0.14,
0.133943
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29133, training loss: 0.13,
0.150642
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29134, training loss: 0.15,
0.162437
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 29135, training loss: 0.16,
0.15875
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29136, training loss: 0.16,
0.197524
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 29137, training loss: 0.20,
0.276693
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29138, training loss: 0.28,
0.119997
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 29139, training loss: 0.12,
0.191973
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29140, training loss: 0.19,
0.123189
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29141, training loss: 0.12,
0.190052
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29142, training loss: 0.19,
0.123128
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 29143, training loss: 0.12,
0.132478
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29144, training loss: 0.13,
0.238622
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 29145, training loss: 0.24,
0.131902
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29146, training loss: 0.13,
0.128357
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29147, training loss: 0.13,
0.18565
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29148, training loss: 0.19,
0.168118
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29149, training loss: 0.17,
0.144091
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29150, training loss: 0.14,
0.199345
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29151, training loss: 0.20,
0.142408
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 29152, training loss: 0.14,
0.138749
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29153, training loss: 0.14,
0.128843
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29154, training loss: 0.13,
0.140474
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 29155, training loss: 0.14,
0.229283
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 29156, training loss: 0.23,
0.143099
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29157, training loss: 0.14,
0.124552
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 29158, training loss: 0.12,
0.331489
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 29159, training loss: 0.33,
0.165299
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 29160, training loss: 0.17,
0.1468
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 29161, training loss: 0.15,
0.210001
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29162, training loss: 0.21,
0.178254
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 88.8% 20 way one-shot learning accuracy
iteration 29163, training loss: 0.18,
0.159479
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 29164, training loss: 0.16,
0.134913
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29165, training loss: 0.13,
0.156193
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29166, training loss: 0.16,
0.220066
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29167, training loss: 0.22,
0.156914
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 29168, training loss: 0.16,
0.166716
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29169, training loss: 0.17,
0.141927
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 29170, training loss: 0.14,
0.151633
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 29171, training loss: 0.15,
0.152265
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29172, training loss: 0.15,
0.271411
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 29173, training loss: 0.27,
0.20519
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29174, training loss: 0.21,
0.122795
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29175, training loss: 0.12,
0.134422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29176, training loss: 0.13,
0.153444
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 29177, training loss: 0.15,
0.138371
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29178, training loss: 0.14,
0.130633
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 29179, training loss: 0.13,
0.175586
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 29180, training loss: 0.18,
0.154896
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29181, training loss: 0.15,
0.128543
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 29182, training loss: 0.13,
0.145393
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29183, training loss: 0.15,
0.1257
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 29184, training loss: 0.13,
0.194471
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 29185, training loss: 0.19,
0.154621
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29186, training loss: 0.15,
0.133972
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29187, training loss: 0.13,
0.132823
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29188, training loss: 0.13,
0.335129
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29189, training loss: 0.34,
0.140774
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 29190, training loss: 0.14,
0.132504
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 29191, training loss: 0.13,
0.142237
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29192, training loss: 0.14,
0.154579
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29193, training loss: 0.15,
0.24097
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 29194, training loss: 0.24,
0.127784
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29195, training loss: 0.13,
0.172865
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 29196, training loss: 0.17,
0.126457
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 29197, training loss: 0.13,
0.150727
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 29198, training loss: 0.15,
0.138566
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 29199, training loss: 0.14,
0.15698
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29200, training loss: 0.16,
0.122201
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29201, training loss: 0.12,
0.127477
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29202, training loss: 0.13,
0.416309
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 29203, training loss: 0.42,
0.123723
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 29204, training loss: 0.12,
0.184172
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29205, training loss: 0.18,
0.142992
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29206, training loss: 0.14,
0.144456
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29207, training loss: 0.14,
0.126542
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29208, training loss: 0.13,
0.129306
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29209, training loss: 0.13,
0.18195
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29210, training loss: 0.18,
0.184669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29211, training loss: 0.18,
0.146715
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29212, training loss: 0.15,
0.154081
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29213, training loss: 0.15,
0.150431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29214, training loss: 0.15,
0.13753
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 88.0% 20 way one-shot learning accuracy
iteration 29215, training loss: 0.14,
0.147805
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29216, training loss: 0.15,
0.272201
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 29217, training loss: 0.27,
0.183355
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 29218, training loss: 0.18,
0.148624
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29219, training loss: 0.15,
0.142484
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 29220, training loss: 0.14,
0.16124
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29221, training loss: 0.16,
0.140408
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 29222, training loss: 0.14,
0.134071
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 88.0% 20 way one-shot learning accuracy
iteration 29223, training loss: 0.13,
0.140332
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29224, training loss: 0.14,
0.165019
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29225, training loss: 0.17,
0.15348
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 29226, training loss: 0.15,
0.130971
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29227, training loss: 0.13,
0.12339
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 29228, training loss: 0.12,
0.137826
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29229, training loss: 0.14,
0.122542
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29230, training loss: 0.12,
0.235125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 29231, training loss: 0.24,
0.173908
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 29232, training loss: 0.17,
0.224181
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29233, training loss: 0.22,
0.132128
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29234, training loss: 0.13,
0.153924
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29235, training loss: 0.15,
0.248632
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29236, training loss: 0.25,
0.243935
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29237, training loss: 0.24,
0.196037
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29238, training loss: 0.20,
0.124705
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29239, training loss: 0.12,
0.16145
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29240, training loss: 0.16,
0.227372
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29241, training loss: 0.23,
0.139935
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29242, training loss: 0.14,
0.126754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 29243, training loss: 0.13,
0.181529
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29244, training loss: 0.18,
0.17054
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 29245, training loss: 0.17,
0.129277
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29246, training loss: 0.13,
0.174432
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29247, training loss: 0.17,
0.198214
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 29248, training loss: 0.20,
0.112472
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29249, training loss: 0.11,
0.120593
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 29250, training loss: 0.12,
0.298308
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29251, training loss: 0.30,
0.231001
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29252, training loss: 0.23,
0.262088
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29253, training loss: 0.26,
0.171753
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29254, training loss: 0.17,
0.129582
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29255, training loss: 0.13,
0.135994
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 29256, training loss: 0.14,
0.14459
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 29257, training loss: 0.14,
0.264825
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29258, training loss: 0.26,
0.220958
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 29259, training loss: 0.22,
0.120659
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29260, training loss: 0.12,
0.136818
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29261, training loss: 0.14,
0.201489
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 29262, training loss: 0.20,
0.150686
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 29263, training loss: 0.15,
0.12712
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29264, training loss: 0.13,
0.151106
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 29265, training loss: 0.15,
0.156456
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29266, training loss: 0.16,
0.132724
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29267, training loss: 0.13,
0.127514
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29268, training loss: 0.13,
0.147844
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29269, training loss: 0.15,
0.226692
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29270, training loss: 0.23,
0.147588
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29271, training loss: 0.15,
0.132044
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29272, training loss: 0.13,
0.127819
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 29273, training loss: 0.13,
0.146254
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 29274, training loss: 0.15,
0.491648
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29275, training loss: 0.49,
0.209576
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 29276, training loss: 0.21,
0.158478
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29277, training loss: 0.16,
0.198719
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29278, training loss: 0.20,
0.178111
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29279, training loss: 0.18,
0.154084
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29280, training loss: 0.15,
0.14455
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29281, training loss: 0.14,
0.229651
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 29282, training loss: 0.23,
0.136583
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29283, training loss: 0.14,
0.328908
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29284, training loss: 0.33,
0.131023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 29285, training loss: 0.13,
0.155657
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29286, training loss: 0.16,
0.120039
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29287, training loss: 0.12,
0.266926
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29288, training loss: 0.27,
0.166082
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 29289, training loss: 0.17,
0.191408
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29290, training loss: 0.19,
0.259016
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29291, training loss: 0.26,
0.163816
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29292, training loss: 0.16,
0.125068
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29293, training loss: 0.13,
0.148453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29294, training loss: 0.15,
0.214568
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 29295, training loss: 0.21,
0.309762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29296, training loss: 0.31,
0.146451
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 29297, training loss: 0.15,
0.186406
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 29298, training loss: 0.19,
0.146431
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29299, training loss: 0.15,
0.133326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 29300, training loss: 0.13,
0.244358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29301, training loss: 0.24,
0.177843
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29302, training loss: 0.18,
0.14492
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 29303, training loss: 0.14,
0.128727
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29304, training loss: 0.13,
0.131818
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29305, training loss: 0.13,
0.130508
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29306, training loss: 0.13,
0.160596
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29307, training loss: 0.16,
0.132394
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29308, training loss: 0.13,
0.134137
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29309, training loss: 0.13,
0.124757
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 29310, training loss: 0.12,
0.139389
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 29311, training loss: 0.14,
0.142896
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 29312, training loss: 0.14,
0.120669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 29313, training loss: 0.12,
0.155025
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 29314, training loss: 0.16,
0.209815
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 29315, training loss: 0.21,
0.133343
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.6% 20 way one-shot learning accuracy
iteration 29316, training loss: 0.13,
0.175689
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29317, training loss: 0.18,
0.16525
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29318, training loss: 0.17,
0.128203
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 29319, training loss: 0.13,
0.138728
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29320, training loss: 0.14,
0.230813
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29321, training loss: 0.23,
0.144366
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29322, training loss: 0.14,
0.267071
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 29323, training loss: 0.27,
0.133416
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 29324, training loss: 0.13,
0.15408
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29325, training loss: 0.15,
0.132601
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29326, training loss: 0.13,
0.127504
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29327, training loss: 0.13,
0.162318
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 29328, training loss: 0.16,
0.137329
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29329, training loss: 0.14,
0.133177
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29330, training loss: 0.13,
0.143158
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 29331, training loss: 0.14,
0.133411
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 29332, training loss: 0.13,
0.141909
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 29333, training loss: 0.14,
0.14944
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29334, training loss: 0.15,
0.171307
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29335, training loss: 0.17,
0.130785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 29336, training loss: 0.13,
0.170201
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 29337, training loss: 0.17,
0.161907
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29338, training loss: 0.16,
0.18505
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29339, training loss: 0.19,
0.269168
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 29340, training loss: 0.27,
0.347486
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29341, training loss: 0.35,
0.266152
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 29342, training loss: 0.27,
0.117963
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29343, training loss: 0.12,
0.124521
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 29344, training loss: 0.12,
0.156234
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 29345, training loss: 0.16,
0.134642
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29346, training loss: 0.13,
0.127778
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29347, training loss: 0.13,
0.143504
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 29348, training loss: 0.14,
0.177604
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29349, training loss: 0.18,
0.155319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29350, training loss: 0.16,
0.123335
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29351, training loss: 0.12,
0.132849
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29352, training loss: 0.13,
0.144189
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 29353, training loss: 0.14,
0.144617
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 29354, training loss: 0.14,
0.137255
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29355, training loss: 0.14,
0.144265
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 29356, training loss: 0.14,
0.12544
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29357, training loss: 0.13,
0.205029
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 29358, training loss: 0.21,
0.146932
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 29359, training loss: 0.15,
0.135079
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29360, training loss: 0.14,
0.244608
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 29361, training loss: 0.24,
0.150932
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 29362, training loss: 0.15,
0.255903
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29363, training loss: 0.26,
0.158772
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29364, training loss: 0.16,
0.145214
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29365, training loss: 0.15,
0.140326
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29366, training loss: 0.14,
0.1816
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29367, training loss: 0.18,
0.124825
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29368, training loss: 0.12,
0.139676
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29369, training loss: 0.14,
0.146267
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29370, training loss: 0.15,
0.135198
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 29371, training loss: 0.14,
0.160354
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29372, training loss: 0.16,
0.130327
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29373, training loss: 0.13,
0.139264
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29374, training loss: 0.14,
0.220681
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29375, training loss: 0.22,
0.13523
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 29376, training loss: 0.14,
0.1693
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 29377, training loss: 0.17,
0.148952
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29378, training loss: 0.15,
0.141619
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29379, training loss: 0.14,
0.453732
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29380, training loss: 0.45,
0.126084
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29381, training loss: 0.13,
0.191289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 29382, training loss: 0.19,
0.21743
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29383, training loss: 0.22,
0.119526
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29384, training loss: 0.12,
0.194753
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29385, training loss: 0.19,
0.120673
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 29386, training loss: 0.12,
0.236757
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 29387, training loss: 0.24,
0.139646
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29388, training loss: 0.14,
0.123057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 29389, training loss: 0.12,
0.11878
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29390, training loss: 0.12,
0.163755
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29391, training loss: 0.16,
0.215555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29392, training loss: 0.22,
0.210897
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 29393, training loss: 0.21,
0.178939
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29394, training loss: 0.18,
0.143872
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 29395, training loss: 0.14,
0.141176
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29396, training loss: 0.14,
0.199918
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29397, training loss: 0.20,
0.191632
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29398, training loss: 0.19,
0.118147
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29399, training loss: 0.12,
0.121866
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 29400, training loss: 0.12,
0.17381
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 29401, training loss: 0.17,
0.123127
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 29402, training loss: 0.12,
0.143373
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29403, training loss: 0.14,
0.171056
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 29404, training loss: 0.17,
0.122872
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29405, training loss: 0.12,
0.169216
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 29406, training loss: 0.17,
0.163244
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29407, training loss: 0.16,
0.176865
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29408, training loss: 0.18,
0.138233
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29409, training loss: 0.14,
0.134478
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 29410, training loss: 0.13,
0.170393
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29411, training loss: 0.17,
0.125412
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29412, training loss: 0.13,
0.175639
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29413, training loss: 0.18,
0.299112
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29414, training loss: 0.30,
0.119536
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 29415, training loss: 0.12,
0.128283
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29416, training loss: 0.13,
0.152666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29417, training loss: 0.15,
0.367803
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29418, training loss: 0.37,
0.157925
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29419, training loss: 0.16,
0.184628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29420, training loss: 0.18,
0.123332
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29421, training loss: 0.12,
0.136392
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 29422, training loss: 0.14,
0.164392
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 29423, training loss: 0.16,
0.144642
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29424, training loss: 0.14,
0.152213
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 29425, training loss: 0.15,
0.195026
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 29426, training loss: 0.20,
0.128874
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29427, training loss: 0.13,
0.146492
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 29428, training loss: 0.15,
0.133755
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 29429, training loss: 0.13,
0.181188
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 29430, training loss: 0.18,
0.119579
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29431, training loss: 0.12,
0.163565
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 29432, training loss: 0.16,
0.137449
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29433, training loss: 0.14,
0.132696
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29434, training loss: 0.13,
0.26028
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 29435, training loss: 0.26,
0.147366
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29436, training loss: 0.15,
0.143452
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29437, training loss: 0.14,
0.143491
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 29438, training loss: 0.14,
0.144367
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29439, training loss: 0.14,
0.141176
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 29440, training loss: 0.14,
0.244591
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 29441, training loss: 0.24,
0.114212
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 29442, training loss: 0.11,
0.151519
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29443, training loss: 0.15,
0.145015
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 29444, training loss: 0.15,
0.134793
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29445, training loss: 0.13,
0.204371
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 29446, training loss: 0.20,
0.24602
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 29447, training loss: 0.25,
0.223852
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29448, training loss: 0.22,
0.134233
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29449, training loss: 0.13,
0.133347
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 29450, training loss: 0.13,
0.194992
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29451, training loss: 0.19,
0.181762
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29452, training loss: 0.18,
0.162137
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 29453, training loss: 0.16,
0.161994
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 29454, training loss: 0.16,
0.291099
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29455, training loss: 0.29,
0.135773
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 29456, training loss: 0.14,
0.174632
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 29457, training loss: 0.17,
0.23422
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29458, training loss: 0.23,
0.162233
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29459, training loss: 0.16,
0.142496
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 29460, training loss: 0.14,
0.155127
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29461, training loss: 0.16,
0.125386
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29462, training loss: 0.13,
0.168441
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29463, training loss: 0.17,
0.198335
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 29464, training loss: 0.20,
0.155559
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.6% 20 way one-shot learning accuracy
iteration 29465, training loss: 0.16,
0.194284
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29466, training loss: 0.19,
0.152717
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29467, training loss: 0.15,
0.157285
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29468, training loss: 0.16,
0.170258
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29469, training loss: 0.17,
0.131488
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 29470, training loss: 0.13,
0.150137
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29471, training loss: 0.15,
0.154519
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29472, training loss: 0.15,
0.192605
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29473, training loss: 0.19,
0.13974
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 29474, training loss: 0.14,
0.129764
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 29475, training loss: 0.13,
0.137996
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 29476, training loss: 0.14,
0.237827
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29477, training loss: 0.24,
0.115799
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 29478, training loss: 0.12,
0.125698
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 29479, training loss: 0.13,
0.152475
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 29480, training loss: 0.15,
0.149321
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29481, training loss: 0.15,
0.140868
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29482, training loss: 0.14,
0.139102
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29483, training loss: 0.14,
0.126153
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 29484, training loss: 0.13,
0.134222
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 29485, training loss: 0.13,
0.135055
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 29486, training loss: 0.14,
0.164692
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 29487, training loss: 0.16,
0.165833
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 29488, training loss: 0.17,
0.118315
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29489, training loss: 0.12,
0.134229
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 29490, training loss: 0.13,
0.241111
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29491, training loss: 0.24,
0.288543
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29492, training loss: 0.29,
0.193635
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29493, training loss: 0.19,
0.153529
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 29494, training loss: 0.15,
0.15317
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29495, training loss: 0.15,
0.130152
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29496, training loss: 0.13,
0.140789
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29497, training loss: 0.14,
0.127046
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29498, training loss: 0.13,
0.130996
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29499, training loss: 0.13,
0.138179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 29500, training loss: 0.14,
0.123434
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 29501, training loss: 0.12,
0.128084
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 29502, training loss: 0.13,
0.137739
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 29503, training loss: 0.14,
0.269033
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29504, training loss: 0.27,
0.161711
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29505, training loss: 0.16,
0.154885
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 29506, training loss: 0.15,
0.158645
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29507, training loss: 0.16,
0.130903
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 29508, training loss: 0.13,
0.133044
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29509, training loss: 0.13,
0.11668
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29510, training loss: 0.12,
0.134731
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29511, training loss: 0.13,
0.153242
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 29512, training loss: 0.15,
0.179163
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29513, training loss: 0.18,
0.271179
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29514, training loss: 0.27,
0.149794
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29515, training loss: 0.15,
0.186204
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29516, training loss: 0.19,
0.272667
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 29517, training loss: 0.27,
0.12888
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 29518, training loss: 0.13,
0.136306
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29519, training loss: 0.14,
0.135226
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29520, training loss: 0.14,
0.153508
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 29521, training loss: 0.15,
0.221335
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 29522, training loss: 0.22,
0.299065
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29523, training loss: 0.30,
0.123173
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29524, training loss: 0.12,
0.136947
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29525, training loss: 0.14,
0.137786
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29526, training loss: 0.14,
0.150884
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 29527, training loss: 0.15,
0.166203
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29528, training loss: 0.17,
0.16104
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29529, training loss: 0.16,
0.124216
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29530, training loss: 0.12,
0.142174
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 29531, training loss: 0.14,
0.123294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 29532, training loss: 0.12,
0.206872
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 29533, training loss: 0.21,
0.203477
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29534, training loss: 0.20,
0.130462
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 29535, training loss: 0.13,
0.123499
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29536, training loss: 0.12,
0.135465
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 29537, training loss: 0.14,
0.139886
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29538, training loss: 0.14,
0.123482
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29539, training loss: 0.12,
0.141771
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29540, training loss: 0.14,
0.131104
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 29541, training loss: 0.13,
0.138297
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29542, training loss: 0.14,
0.149125
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29543, training loss: 0.15,
0.130386
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 29544, training loss: 0.13,
0.139765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29545, training loss: 0.14,
0.1332
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29546, training loss: 0.13,
0.143597
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 29547, training loss: 0.14,
0.126469
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 29548, training loss: 0.13,
0.141655
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29549, training loss: 0.14,
0.167941
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 29550, training loss: 0.17,
0.166275
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 29551, training loss: 0.17,
0.249394
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29552, training loss: 0.25,
0.35892
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29553, training loss: 0.36,
0.133765
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 29554, training loss: 0.13,
0.119289
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 29555, training loss: 0.12,
0.129111
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29556, training loss: 0.13,
0.148486
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 29557, training loss: 0.15,
0.246791
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 29558, training loss: 0.25,
0.122178
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 29559, training loss: 0.12,
0.193443
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 29560, training loss: 0.19,
0.197525
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 29561, training loss: 0.20,
0.214704
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 29562, training loss: 0.21,
0.12265
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29563, training loss: 0.12,
0.199564
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29564, training loss: 0.20,
0.140561
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29565, training loss: 0.14,
0.136508
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29566, training loss: 0.14,
0.171199
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 29567, training loss: 0.17,
0.193829
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 29568, training loss: 0.19,
0.155059
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29569, training loss: 0.16,
0.270601
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 29570, training loss: 0.27,
0.152172
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29571, training loss: 0.15,
0.142664
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 29572, training loss: 0.14,
0.135754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 29573, training loss: 0.14,
0.149379
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29574, training loss: 0.15,
0.129801
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 29575, training loss: 0.13,
0.128949
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 29576, training loss: 0.13,
0.127648
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29577, training loss: 0.13,
0.141559
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29578, training loss: 0.14,
0.119235
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29579, training loss: 0.12,
0.383814
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 29580, training loss: 0.38,
0.15786
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29581, training loss: 0.16,
0.141305
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 29582, training loss: 0.14,
0.138335
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29583, training loss: 0.14,
0.235089
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29584, training loss: 0.24,
0.139182
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29585, training loss: 0.14,
0.121261
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29586, training loss: 0.12,
0.157811
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29587, training loss: 0.16,
0.152748
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29588, training loss: 0.15,
0.232446
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 29589, training loss: 0.23,
0.163818
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29590, training loss: 0.16,
0.175232
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 29591, training loss: 0.18,
0.150558
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29592, training loss: 0.15,
0.152385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29593, training loss: 0.15,
0.170372
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29594, training loss: 0.17,
0.127828
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29595, training loss: 0.13,
0.12899
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29596, training loss: 0.13,
0.253614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29597, training loss: 0.25,
0.1266
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29598, training loss: 0.13,
0.133314
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29599, training loss: 0.13,
0.142189
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 29600, training loss: 0.14,
0.131352
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29601, training loss: 0.13,
0.411093
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29602, training loss: 0.41,
0.133854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29603, training loss: 0.13,
0.259042
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 29604, training loss: 0.26,
0.153502
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29605, training loss: 0.15,
0.136729
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 29606, training loss: 0.14,
0.12656
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 29607, training loss: 0.13,
0.143854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29608, training loss: 0.14,
0.149799
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 29609, training loss: 0.15,
0.154162
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29610, training loss: 0.15,
0.140971
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29611, training loss: 0.14,
0.126777
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 29612, training loss: 0.13,
0.207908
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29613, training loss: 0.21,
0.173273
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29614, training loss: 0.17,
0.187218
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29615, training loss: 0.19,
0.153188
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 29616, training loss: 0.15,
0.15152
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 29617, training loss: 0.15,
0.125333
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29618, training loss: 0.13,
0.13692
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 29619, training loss: 0.14,
0.19722
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29620, training loss: 0.20,
0.122158
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29621, training loss: 0.12,
0.143242
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29622, training loss: 0.14,
0.16156
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29623, training loss: 0.16,
0.162887
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 29624, training loss: 0.16,
0.136023
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 29625, training loss: 0.14,
0.1258
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29626, training loss: 0.13,
0.157659
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 29627, training loss: 0.16,
0.138353
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29628, training loss: 0.14,
0.272438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 29629, training loss: 0.27,
0.185119
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29630, training loss: 0.19,
0.126767
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 29631, training loss: 0.13,
0.182754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29632, training loss: 0.18,
0.200061
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 29633, training loss: 0.20,
0.144368
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 29634, training loss: 0.14,
0.172625
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 29635, training loss: 0.17,
0.212793
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29636, training loss: 0.21,
0.20504
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 29637, training loss: 0.21,
0.161299
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29638, training loss: 0.16,
0.128099
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 29639, training loss: 0.13,
0.128598
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29640, training loss: 0.13,
0.1772
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 29641, training loss: 0.18,
0.137397
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 29642, training loss: 0.14,
0.120294
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29643, training loss: 0.12,
0.142495
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29644, training loss: 0.14,
0.158122
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29645, training loss: 0.16,
0.123901
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29646, training loss: 0.12,
0.170075
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 29647, training loss: 0.17,
0.170247
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29648, training loss: 0.17,
0.323583
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29649, training loss: 0.32,
0.230666
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29650, training loss: 0.23,
0.171203
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29651, training loss: 0.17,
0.185754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 29652, training loss: 0.19,
0.138733
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 29653, training loss: 0.14,
0.128525
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 29654, training loss: 0.13,
0.162995
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 29655, training loss: 0.16,
0.147933
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 29656, training loss: 0.15,
0.131246
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 29657, training loss: 0.13,
0.204485
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 29658, training loss: 0.20,
0.129635
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29659, training loss: 0.13,
0.358836
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 29660, training loss: 0.36,
0.214456
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29661, training loss: 0.21,
0.189147
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 29662, training loss: 0.19,
0.194239
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29663, training loss: 0.19,
0.114168
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29664, training loss: 0.11,
0.267006
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 29665, training loss: 0.27,
0.137988
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 29666, training loss: 0.14,
0.176728
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 29667, training loss: 0.18,
0.138732
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29668, training loss: 0.14,
0.130091
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 29669, training loss: 0.13,
0.178364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29670, training loss: 0.18,
0.181197
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 29671, training loss: 0.18,
0.164288
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29672, training loss: 0.16,
0.1433
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 29673, training loss: 0.14,
0.155725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 29674, training loss: 0.16,
0.11843
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29675, training loss: 0.12,
0.132186
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 29676, training loss: 0.13,
0.147564
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29677, training loss: 0.15,
0.141073
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29678, training loss: 0.14,
0.23339
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29679, training loss: 0.23,
0.43682
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 29680, training loss: 0.44,
0.141268
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29681, training loss: 0.14,
0.130165
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29682, training loss: 0.13,
0.142555
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29683, training loss: 0.14,
0.166858
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29684, training loss: 0.17,
0.130403
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 29685, training loss: 0.13,
0.124838
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29686, training loss: 0.12,
0.129477
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 29687, training loss: 0.13,
0.182003
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29688, training loss: 0.18,
0.227034
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29689, training loss: 0.23,
0.142785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 29690, training loss: 0.14,
0.1979
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29691, training loss: 0.20,
0.127522
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 29692, training loss: 0.13,
0.15876
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 29693, training loss: 0.16,
0.166155
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 29694, training loss: 0.17,
0.18147
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29695, training loss: 0.18,
0.13226
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29696, training loss: 0.13,
0.142353
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29697, training loss: 0.14,
0.115041
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29698, training loss: 0.12,
0.150927
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29699, training loss: 0.15,
0.141115
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29700, training loss: 0.14,
0.142602
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29701, training loss: 0.14,
0.159293
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29702, training loss: 0.16,
0.143605
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 29703, training loss: 0.14,
0.140626
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 29704, training loss: 0.14,
0.17195
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29705, training loss: 0.17,
0.155715
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29706, training loss: 0.16,
0.118374
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29707, training loss: 0.12,
0.138488
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29708, training loss: 0.14,
0.142173
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 29709, training loss: 0.14,
0.125093
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 29710, training loss: 0.13,
0.204032
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29711, training loss: 0.20,
0.165191
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 29712, training loss: 0.17,
0.187011
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29713, training loss: 0.19,
0.161019
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 29714, training loss: 0.16,
0.213108
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29715, training loss: 0.21,
0.265256
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29716, training loss: 0.27,
0.129928
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29717, training loss: 0.13,
0.150848
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 29718, training loss: 0.15,
0.133282
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29719, training loss: 0.13,
0.13167
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 29720, training loss: 0.13,
0.117893
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29721, training loss: 0.12,
0.140901
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 29722, training loss: 0.14,
0.1269
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29723, training loss: 0.13,
0.203323
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29724, training loss: 0.20,
0.132728
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 29725, training loss: 0.13,
0.12932
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29726, training loss: 0.13,
0.123405
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 88.0% 20 way one-shot learning accuracy
iteration 29727, training loss: 0.12,
0.152939
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29728, training loss: 0.15,
0.238344
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 29729, training loss: 0.24,
0.129186
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 29730, training loss: 0.13,
0.127374
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29731, training loss: 0.13,
0.178419
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29732, training loss: 0.18,
0.127207
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29733, training loss: 0.13,
0.288671
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29734, training loss: 0.29,
0.36988
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29735, training loss: 0.37,
0.149654
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 29736, training loss: 0.15,
0.130598
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29737, training loss: 0.13,
0.168409
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29738, training loss: 0.17,
0.124102
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 29739, training loss: 0.12,
0.322345
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29740, training loss: 0.32,
0.134768
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 29741, training loss: 0.13,
0.133818
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29742, training loss: 0.13,
0.245106
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29743, training loss: 0.25,
0.168325
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 29744, training loss: 0.17,
0.19038
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29745, training loss: 0.19,
0.141521
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 88.8% 20 way one-shot learning accuracy
iteration 29746, training loss: 0.14,
0.131258
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 29747, training loss: 0.13,
0.129615
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 29748, training loss: 0.13,
0.172093
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29749, training loss: 0.17,
0.132512
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 29750, training loss: 0.13,
0.243279
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29751, training loss: 0.24,
0.283451
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29752, training loss: 0.28,
0.144098
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29753, training loss: 0.14,
0.229915
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29754, training loss: 0.23,
0.307754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29755, training loss: 0.31,
0.164359
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29756, training loss: 0.16,
0.354794
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 29757, training loss: 0.35,
0.134221
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29758, training loss: 0.13,
0.245385
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29759, training loss: 0.25,
0.160622
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29760, training loss: 0.16,
0.138747
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29761, training loss: 0.14,
0.122973
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29762, training loss: 0.12,
0.133072
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 29763, training loss: 0.13,
0.157569
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 29764, training loss: 0.16,
0.257176
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29765, training loss: 0.26,
0.141001
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29766, training loss: 0.14,
0.148243
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29767, training loss: 0.15,
0.128317
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 29768, training loss: 0.13,
0.182987
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29769, training loss: 0.18,
0.147232
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29770, training loss: 0.15,
0.14253
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29771, training loss: 0.14,
0.248758
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29772, training loss: 0.25,
0.166201
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29773, training loss: 0.17,
0.145611
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29774, training loss: 0.15,
0.206296
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29775, training loss: 0.21,
0.242135
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29776, training loss: 0.24,
0.137254
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 29777, training loss: 0.14,
0.188911
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29778, training loss: 0.19,
0.137504
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 29779, training loss: 0.14,
0.114257
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29780, training loss: 0.11,
0.250796
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29781, training loss: 0.25,
0.141887
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 29782, training loss: 0.14,
0.316152
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29783, training loss: 0.32,
0.160673
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29784, training loss: 0.16,
0.122367
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 29785, training loss: 0.12,
0.239917
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.0% 20 way one-shot learning accuracy
iteration 29786, training loss: 0.24,
0.196883
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 29787, training loss: 0.20,
0.124178
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 29788, training loss: 0.12,
0.287676
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29789, training loss: 0.29,
0.116281
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29790, training loss: 0.12,
0.223978
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 29791, training loss: 0.22,
0.31834
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29792, training loss: 0.32,
0.128919
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29793, training loss: 0.13,
0.19358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29794, training loss: 0.19,
0.243772
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 29795, training loss: 0.24,
0.162093
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 29796, training loss: 0.16,
0.157581
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29797, training loss: 0.16,
0.137267
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29798, training loss: 0.14,
0.20355
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 29799, training loss: 0.20,
0.168568
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29800, training loss: 0.17,
0.126813
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 29801, training loss: 0.13,
0.193628
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 29802, training loss: 0.19,
0.137094
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 29803, training loss: 0.14,
0.163491
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 29804, training loss: 0.16,
0.139866
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29805, training loss: 0.14,
0.124296
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29806, training loss: 0.12,
0.147692
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29807, training loss: 0.15,
0.194599
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 29808, training loss: 0.19,
0.142694
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29809, training loss: 0.14,
0.167709
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.6% 20 way one-shot learning accuracy
iteration 29810, training loss: 0.17,
0.155882
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29811, training loss: 0.16,
0.148019
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 29812, training loss: 0.15,
0.137151
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29813, training loss: 0.14,
0.125071
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 29814, training loss: 0.13,
0.130826
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 29815, training loss: 0.13,
0.141048
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 29816, training loss: 0.14,
0.189091
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29817, training loss: 0.19,
0.117077
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 29818, training loss: 0.12,
0.224001
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 29819, training loss: 0.22,
0.119647
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 29820, training loss: 0.12,
0.124358
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29821, training loss: 0.12,
0.114911
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.8% 20 way one-shot learning accuracy
iteration 29822, training loss: 0.11,
0.147113
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29823, training loss: 0.15,
0.129304
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 29824, training loss: 0.13,
0.163362
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 29825, training loss: 0.16,
0.137208
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29826, training loss: 0.14,
0.206454
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 29827, training loss: 0.21,
0.156365
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29828, training loss: 0.16,
0.155703
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29829, training loss: 0.16,
0.129277
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 29830, training loss: 0.13,
0.150117
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29831, training loss: 0.15,
0.133356
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29832, training loss: 0.13,
0.193319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29833, training loss: 0.19,
0.154952
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 29834, training loss: 0.15,
0.119909
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29835, training loss: 0.12,
0.229055
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29836, training loss: 0.23,
0.23474
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29837, training loss: 0.23,
0.11821
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29838, training loss: 0.12,
0.188942
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 29839, training loss: 0.19,
0.30642
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29840, training loss: 0.31,
0.140342
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29841, training loss: 0.14,
0.122725
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 74.4% 20 way one-shot learning accuracy
iteration 29842, training loss: 0.12,
0.249096
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29843, training loss: 0.25,
0.132975
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 73.6% 20 way one-shot learning accuracy
iteration 29844, training loss: 0.13,
0.124231
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29845, training loss: 0.12,
0.130932
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 29846, training loss: 0.13,
0.296046
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29847, training loss: 0.30,
0.242585
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29848, training loss: 0.24,
0.204846
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 29849, training loss: 0.20,
0.14612
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 29850, training loss: 0.15,
0.13438
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29851, training loss: 0.13,
0.144025
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29852, training loss: 0.14,
0.135465
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29853, training loss: 0.14,
0.119328
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 29854, training loss: 0.12,
0.115136
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29855, training loss: 0.12,
0.190673
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29856, training loss: 0.19,
0.152732
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 29857, training loss: 0.15,
0.21614
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 29858, training loss: 0.22,
0.170183
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29859, training loss: 0.17,
0.207616
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 29860, training loss: 0.21,
0.220194
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29861, training loss: 0.22,
0.132845
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29862, training loss: 0.13,
0.173621
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29863, training loss: 0.17,
0.13088
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29864, training loss: 0.13,
0.136714
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29865, training loss: 0.14,
0.216862
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 29866, training loss: 0.22,
0.150665
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29867, training loss: 0.15,
0.232927
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.2% 20 way one-shot learning accuracy
iteration 29868, training loss: 0.23,
0.129796
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.0% 20 way one-shot learning accuracy
iteration 29869, training loss: 0.13,
0.129043
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 29870, training loss: 0.13,
0.155785
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29871, training loss: 0.16,
0.142987
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 29872, training loss: 0.14,
0.129835
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29873, training loss: 0.13,
0.12627
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 29874, training loss: 0.13,
0.149379
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 29875, training loss: 0.15,
0.212378
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29876, training loss: 0.21,
0.118995
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29877, training loss: 0.12,
0.135799
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29878, training loss: 0.14,
0.15642
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29879, training loss: 0.16,
0.129988
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 29880, training loss: 0.13,
0.217534
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29881, training loss: 0.22,
0.168315
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29882, training loss: 0.17,
0.149567
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 29883, training loss: 0.15,
0.145906
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 29884, training loss: 0.15,
0.150753
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 29885, training loss: 0.15,
0.299428
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29886, training loss: 0.30,
0.164131
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 29887, training loss: 0.16,
0.136324
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29888, training loss: 0.14,
0.154754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29889, training loss: 0.15,
0.125417
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29890, training loss: 0.13,
0.16754
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 29891, training loss: 0.17,
0.2072
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29892, training loss: 0.21,
0.198036
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29893, training loss: 0.20,
0.139585
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 87.2% 20 way one-shot learning accuracy
iteration 29894, training loss: 0.14,
0.149877
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 29895, training loss: 0.15,
0.124802
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.4% 20 way one-shot learning accuracy
iteration 29896, training loss: 0.12,
0.263058
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29897, training loss: 0.26,
0.247514
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29898, training loss: 0.25,
0.221858
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29899, training loss: 0.22,
0.156412
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29900, training loss: 0.16,
0.115402
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29901, training loss: 0.12,
0.173027
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 29902, training loss: 0.17,
0.125203
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29903, training loss: 0.13,
0.18807
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 29904, training loss: 0.19,
0.175766
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 29905, training loss: 0.18,
0.155907
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29906, training loss: 0.16,
0.122017
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.8% 20 way one-shot learning accuracy
iteration 29907, training loss: 0.12,
0.122171
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29908, training loss: 0.12,
0.162486
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 29909, training loss: 0.16,
0.224444
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 29910, training loss: 0.22,
0.240838
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29911, training loss: 0.24,
0.122697
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29912, training loss: 0.12,
0.122138
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.0% 20 way one-shot learning accuracy
iteration 29913, training loss: 0.12,
0.150714
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29914, training loss: 0.15,
0.246017
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29915, training loss: 0.25,
0.151975
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.8% 20 way one-shot learning accuracy
iteration 29916, training loss: 0.15,
0.195069
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29917, training loss: 0.20,
0.129947
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 29918, training loss: 0.13,
0.185262
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 29919, training loss: 0.19,
0.150085
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29920, training loss: 0.15,
0.186846
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29921, training loss: 0.19,
0.151661
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29922, training loss: 0.15,
0.139201
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29923, training loss: 0.14,
0.143518
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 29924, training loss: 0.14,
0.190169
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29925, training loss: 0.19,
0.259364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29926, training loss: 0.26,
0.127359
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 29927, training loss: 0.13,
0.120421
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29928, training loss: 0.12,
0.121249
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 78.4% 20 way one-shot learning accuracy
iteration 29929, training loss: 0.12,
0.157841
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 29930, training loss: 0.16,
0.11808
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29931, training loss: 0.12,
0.31779
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29932, training loss: 0.32,
0.147001
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 75.2% 20 way one-shot learning accuracy
iteration 29933, training loss: 0.15,
0.234209
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.2% 20 way one-shot learning accuracy
iteration 29934, training loss: 0.23,
0.175737
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29935, training loss: 0.18,
0.15339
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29936, training loss: 0.15,
0.219679
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 29937, training loss: 0.22,
0.146973
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29938, training loss: 0.15,
0.151936
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29939, training loss: 0.15,
0.131836
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29940, training loss: 0.13,
0.275017
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 29941, training loss: 0.28,
0.138271
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29942, training loss: 0.14,
0.199219
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.6% 20 way one-shot learning accuracy
iteration 29943, training loss: 0.20,
0.173005
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29944, training loss: 0.17,
0.117788
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 29945, training loss: 0.12,
0.131042
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 29946, training loss: 0.13,
0.165091
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 29947, training loss: 0.17,
0.144922
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29948, training loss: 0.14,
0.212207
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.8% 20 way one-shot learning accuracy
iteration 29949, training loss: 0.21,
0.133998
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 76.4% 20 way one-shot learning accuracy
iteration 29950, training loss: 0.13,
0.159015
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29951, training loss: 0.16,
0.122668
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29952, training loss: 0.12,
0.196073
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 29953, training loss: 0.20,
0.214404
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29954, training loss: 0.21,
0.138205
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.4% 20 way one-shot learning accuracy
iteration 29955, training loss: 0.14,
0.128917
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29956, training loss: 0.13,
0.181505
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29957, training loss: 0.18,
0.129766
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.4% 20 way one-shot learning accuracy
iteration 29958, training loss: 0.13,
0.13433
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29959, training loss: 0.13,
0.130393
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29960, training loss: 0.13,
0.133215
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29961, training loss: 0.13,
0.128559
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29962, training loss: 0.13,
0.120584
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29963, training loss: 0.12,
0.224702
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29964, training loss: 0.22,
0.148583
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29965, training loss: 0.15,
0.147108
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29966, training loss: 0.15,
0.147854
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.2% 20 way one-shot learning accuracy
iteration 29967, training loss: 0.15,
0.160681
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29968, training loss: 0.16,
0.139155
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29969, training loss: 0.14,
0.134304
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29970, training loss: 0.13,
0.116517
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29971, training loss: 0.12,
0.141057
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29972, training loss: 0.14,
0.154863
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29973, training loss: 0.15,
0.144319
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29974, training loss: 0.14,
0.245686
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 29975, training loss: 0.25,
0.163453
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 77.6% 20 way one-shot learning accuracy
iteration 29976, training loss: 0.16,
0.127075
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 81.2% 20 way one-shot learning accuracy
iteration 29977, training loss: 0.13,
0.165687
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29978, training loss: 0.17,
0.158403
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 29979, training loss: 0.16,
0.139138
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 29980, training loss: 0.14,
0.235574
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29981, training loss: 0.24,
0.167677
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 79.6% 20 way one-shot learning accuracy
iteration 29982, training loss: 0.17,
0.149366
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29983, training loss: 0.15,
0.146403
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 29984, training loss: 0.15,
0.152145
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29985, training loss: 0.15,
0.187403
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 29986, training loss: 0.19,
0.167138
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.0% 20 way one-shot learning accuracy
iteration 29987, training loss: 0.17,
0.280452
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29988, training loss: 0.28,
0.204834
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.6% 20 way one-shot learning accuracy
iteration 29989, training loss: 0.20,
0.15875
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 86.8% 20 way one-shot learning accuracy
iteration 29990, training loss: 0.16,
0.170724
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.8% 20 way one-shot learning accuracy
iteration 29991, training loss: 0.17,
0.149669
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 84.0% 20 way one-shot learning accuracy
iteration 29992, training loss: 0.15,
0.188364
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 29993, training loss: 0.19,
0.13482
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.4% 20 way one-shot learning accuracy
iteration 29994, training loss: 0.13,
0.147631
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.8% 20 way one-shot learning accuracy
iteration 29995, training loss: 0.15,
0.118367
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 82.0% 20 way one-shot learning accuracy
iteration 29996, training loss: 0.12,
0.14599
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 83.6% 20 way one-shot learning accuracy
iteration 29997, training loss: 0.15,
0.144304
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 85.2% 20 way one-shot learning accuracy
iteration 29998, training loss: 0.14,
0.132967
evaluating
Evaluating model on 250 random 20 way one-shot learning tasks ...
Got an average of 80.0% 20 way one-shot learning accuracy
iteration 29999, training loss: 0.13,
In [6]:
def nearest_neighbour_correct(pairs,targets):
    """returns 1 if nearest neighbour gets the correct answer for a one-shot task
        given by (pairs, targets)"""
    L2_distances = np.zeros_like(targets)
    for i in range(len(targets)):
        L2_distances[i] = np.sum(np.sqrt(pairs[0][i]**2 - pairs[1][i]**2))
    if np.argmin(L2_distances) == np.argmax(targets):
        return 1
    return 0


def test_nn_accuracy(N_ways,n_trials,loader):
    """Returns accuracy of one shot """
    print("Evaluating nearest neighbour on {} unique {} way one-shot learning tasks ...".format(n_trials,N_ways))

    n_right = 0
    
    for i in range(n_trials):
        pairs,targets = loader.make_oneshot_task(N_ways,"val")
        correct = nearest_neighbour_correct(pairs,targets)
        n_right += correct
    return 100.0 * n_right / n_trials


ways = np.arange(1, 60, 2)
resume =  False
val_accs, train_accs,nn_accs = [], [], []
trials = 450
for N in ways:
    val_accs.append(loader.test_oneshot(siamese_net, N,trials, "val", verbose=True))
    train_accs.append(loader.test_oneshot(siamese_net, N,trials, "train", verbose=True))
    nn_accs.append(test_nn_accuracy(N,trials, loader))
    
#plot the accuracy vs num categories for each
plt.plot(ways, val_accs, "m")
plt.plot(ways, train_accs, "y")
plt.plot(ways, nn_accs, "c")

plt.plot(ways,100.0/ways,"r")
plt.show()
Evaluating model on 450 random 1 way one-shot learning tasks ...
Got an average of 100.0% 1 way one-shot learning accuracy
Evaluating model on 450 random 1 way one-shot learning tasks ...
Got an average of 100.0% 1 way one-shot learning accuracy
Evaluating nearest neighbour on 450 unique 1 way one-shot learning tasks ...
Evaluating model on 450 random 3 way one-shot learning tasks ...
Got an average of 96.66666666666667% 3 way one-shot learning accuracy
Evaluating model on 450 random 3 way one-shot learning tasks ...
Got an average of 99.77777777777777% 3 way one-shot learning accuracy
Evaluating nearest neighbour on 450 unique 3 way one-shot learning tasks ...
Evaluating model on 450 random 5 way one-shot learning tasks ...
Got an average of 94.88888888888889% 5 way one-shot learning accuracy
Evaluating model on 450 random 5 way one-shot learning tasks ...
Got an average of 99.33333333333333% 5 way one-shot learning accuracy
Evaluating nearest neighbour on 450 unique 5 way one-shot learning tasks ...
Evaluating model on 450 random 7 way one-shot learning tasks ...
Got an average of 90.66666666666667% 7 way one-shot learning accuracy
Evaluating model on 450 random 7 way one-shot learning tasks ...
Got an average of 98.44444444444444% 7 way one-shot learning accuracy
Evaluating nearest neighbour on 450 unique 7 way one-shot learning tasks ...
Evaluating model on 450 random 9 way one-shot learning tasks ...
Got an average of 87.55555555555556% 9 way one-shot learning accuracy
Evaluating model on 450 random 9 way one-shot learning tasks ...
Got an average of 98.0% 9 way one-shot learning accuracy
Evaluating nearest neighbour on 450 unique 9 way one-shot learning tasks ...
Evaluating model on 450 random 11 way one-shot learning tasks ...
Got an average of 87.55555555555556% 11 way one-shot learning accuracy
Evaluating model on 450 random 11 way one-shot learning tasks ...
Got an average of 97.33333333333333% 11 way one-shot learning accuracy
Evaluating nearest neighbour on 450 unique 11 way one-shot learning tasks ...
Evaluating model on 450 random 13 way one-shot learning tasks ...
Got an average of 85.33333333333333% 13 way one-shot learning accuracy
Evaluating model on 450 random 13 way one-shot learning tasks ...
Got an average of 97.55555555555556% 13 way one-shot learning accuracy
Evaluating nearest neighbour on 450 unique 13 way one-shot learning tasks ...
Evaluating model on 450 random 15 way one-shot learning tasks ...
Got an average of 82.66666666666667% 15 way one-shot learning accuracy
Evaluating model on 450 random 15 way one-shot learning tasks ...
Got an average of 97.77777777777777% 15 way one-shot learning accuracy
Evaluating nearest neighbour on 450 unique 15 way one-shot learning tasks ...
Evaluating model on 450 random 17 way one-shot learning tasks ...
Got an average of 85.33333333333333% 17 way one-shot learning accuracy
Evaluating model on 450 random 17 way one-shot learning tasks ...
Got an average of 97.11111111111111% 17 way one-shot learning accuracy
Evaluating nearest neighbour on 450 unique 17 way one-shot learning tasks ...
Evaluating model on 450 random 19 way one-shot learning tasks ...
Got an average of 84.88888888888889% 19 way one-shot learning accuracy
Evaluating model on 450 random 19 way one-shot learning tasks ...
Got an average of 96.66666666666667% 19 way one-shot learning accuracy
Evaluating nearest neighbour on 450 unique 19 way one-shot learning tasks ...
Evaluating model on 450 random 21 way one-shot learning tasks ...
Got an average of 81.11111111111111% 21 way one-shot learning accuracy
Evaluating model on 450 random 21 way one-shot learning tasks ...
Got an average of 96.22222222222223% 21 way one-shot learning accuracy
Evaluating nearest neighbour on 450 unique 21 way one-shot learning tasks ...
Evaluating model on 450 random 23 way one-shot learning tasks ...
Got an average of 76.88888888888889% 23 way one-shot learning accuracy
Evaluating model on 450 random 23 way one-shot learning tasks ...
Got an average of 93.77777777777777% 23 way one-shot learning accuracy
Evaluating nearest neighbour on 450 unique 23 way one-shot learning tasks ...
Evaluating model on 450 random 25 way one-shot learning tasks ...
Got an average of 80.0% 25 way one-shot learning accuracy
Evaluating model on 450 random 25 way one-shot learning tasks ...
Got an average of 96.0% 25 way one-shot learning accuracy
Evaluating nearest neighbour on 450 unique 25 way one-shot learning tasks ...
Evaluating model on 450 random 27 way one-shot learning tasks ...
Got an average of 77.11111111111111% 27 way one-shot learning accuracy
Evaluating model on 450 random 27 way one-shot learning tasks ...
Got an average of 94.88888888888889% 27 way one-shot learning accuracy
Evaluating nearest neighbour on 450 unique 27 way one-shot learning tasks ...
Evaluating model on 450 random 29 way one-shot learning tasks ...
Got an average of 76.66666666666667% 29 way one-shot learning accuracy
Evaluating model on 450 random 29 way one-shot learning tasks ...
Got an average of 95.55555555555556% 29 way one-shot learning accuracy
Evaluating nearest neighbour on 450 unique 29 way one-shot learning tasks ...
Evaluating model on 450 random 31 way one-shot learning tasks ...
Got an average of 72.88888888888889% 31 way one-shot learning accuracy
Evaluating model on 450 random 31 way one-shot learning tasks ...
Got an average of 96.66666666666667% 31 way one-shot learning accuracy
Evaluating nearest neighbour on 450 unique 31 way one-shot learning tasks ...
Evaluating model on 450 random 33 way one-shot learning tasks ...
Got an average of 72.88888888888889% 33 way one-shot learning accuracy
Evaluating model on 450 random 33 way one-shot learning tasks ...
Got an average of 95.11111111111111% 33 way one-shot learning accuracy
Evaluating nearest neighbour on 450 unique 33 way one-shot learning tasks ...
Evaluating model on 450 random 35 way one-shot learning tasks ...
Got an average of 73.33333333333333% 35 way one-shot learning accuracy
Evaluating model on 450 random 35 way one-shot learning tasks ...
Got an average of 95.77777777777777% 35 way one-shot learning accuracy
Evaluating nearest neighbour on 450 unique 35 way one-shot learning tasks ...
Evaluating model on 450 random 37 way one-shot learning tasks ...
Got an average of 76.22222222222223% 37 way one-shot learning accuracy
Evaluating model on 450 random 37 way one-shot learning tasks ...
Got an average of 94.44444444444444% 37 way one-shot learning accuracy
Evaluating nearest neighbour on 450 unique 37 way one-shot learning tasks ...
Evaluating model on 450 random 39 way one-shot learning tasks ...
Got an average of 70.0% 39 way one-shot learning accuracy
Evaluating model on 450 random 39 way one-shot learning tasks ...
Got an average of 92.66666666666667% 39 way one-shot learning accuracy
Evaluating nearest neighbour on 450 unique 39 way one-shot learning tasks ...
Evaluating model on 450 random 41 way one-shot learning tasks ...
Got an average of 72.0% 41 way one-shot learning accuracy
Evaluating model on 450 random 41 way one-shot learning tasks ...
Got an average of 95.11111111111111% 41 way one-shot learning accuracy
Evaluating nearest neighbour on 450 unique 41 way one-shot learning tasks ...
Evaluating model on 450 random 43 way one-shot learning tasks ...
Got an average of 70.88888888888889% 43 way one-shot learning accuracy
Evaluating model on 450 random 43 way one-shot learning tasks ...
Got an average of 95.77777777777777% 43 way one-shot learning accuracy
Evaluating nearest neighbour on 450 unique 43 way one-shot learning tasks ...
Evaluating model on 450 random 45 way one-shot learning tasks ...
Got an average of 71.11111111111111% 45 way one-shot learning accuracy
Evaluating model on 450 random 45 way one-shot learning tasks ...
Got an average of 94.66666666666667% 45 way one-shot learning accuracy
Evaluating nearest neighbour on 450 unique 45 way one-shot learning tasks ...
Evaluating model on 450 random 47 way one-shot learning tasks ...
Got an average of 69.55555555555556% 47 way one-shot learning accuracy
Evaluating model on 450 random 47 way one-shot learning tasks ...
Got an average of 91.55555555555556% 47 way one-shot learning accuracy
Evaluating nearest neighbour on 450 unique 47 way one-shot learning tasks ...
Evaluating model on 450 random 49 way one-shot learning tasks ...
Got an average of 67.77777777777777% 49 way one-shot learning accuracy
Evaluating model on 450 random 49 way one-shot learning tasks ...
Got an average of 92.66666666666667% 49 way one-shot learning accuracy
Evaluating nearest neighbour on 450 unique 49 way one-shot learning tasks ...
Evaluating model on 450 random 51 way one-shot learning tasks ...
Got an average of 66.22222222222223% 51 way one-shot learning accuracy
Evaluating model on 450 random 51 way one-shot learning tasks ...
Got an average of 91.11111111111111% 51 way one-shot learning accuracy
Evaluating nearest neighbour on 450 unique 51 way one-shot learning tasks ...
Evaluating model on 450 random 53 way one-shot learning tasks ...
Got an average of 67.77777777777777% 53 way one-shot learning accuracy
Evaluating model on 450 random 53 way one-shot learning tasks ...
Got an average of 91.11111111111111% 53 way one-shot learning accuracy
Evaluating nearest neighbour on 450 unique 53 way one-shot learning tasks ...
Evaluating model on 450 random 55 way one-shot learning tasks ...
Got an average of 67.33333333333333% 55 way one-shot learning accuracy
Evaluating model on 450 random 55 way one-shot learning tasks ...
Got an average of 90.88888888888889% 55 way one-shot learning accuracy
Evaluating nearest neighbour on 450 unique 55 way one-shot learning tasks ...
Evaluating model on 450 random 57 way one-shot learning tasks ...
Got an average of 65.77777777777777% 57 way one-shot learning accuracy
Evaluating model on 450 random 57 way one-shot learning tasks ...
Got an average of 92.44444444444444% 57 way one-shot learning accuracy
Evaluating nearest neighbour on 450 unique 57 way one-shot learning tasks ...
Evaluating model on 450 random 59 way one-shot learning tasks ...
Got an average of 67.33333333333333% 59 way one-shot learning accuracy
Evaluating model on 450 random 59 way one-shot learning tasks ...
Got an average of 91.55555555555556% 59 way one-shot learning accuracy
Evaluating nearest neighbour on 450 unique 59 way one-shot learning tasks ...
In [7]:
fig,ax = plt.subplots(1)
ax.plot(ways,val_accs,"m",label="Siamese(val set)")
ax.plot(ways,train_accs,"y",label="Siamese(train set)")
plt.plot(ways,nn_accs,label="Nearest neighbour")

ax.plot(ways,100.0/ways,"g",label="Random guessing")
plt.xlabel("Number of possible classes in one-shot tasks")
plt.ylabel("% Accuracy")
plt.title("Omiglot One-Shot Learning Performance of a Siamese Network")
box = ax.get_position()
ax.set_position([box.x0, box.y0, box.width * 0.8, box.height])
ax.legend(loc='center left', bbox_to_anchor=(1, 0.5))
inputs,targets = loader.make_oneshot_task(20,"val")
plt.show()

print(inputs[0].shape)
plot_oneshot_task(inputs)
p=siamese_net.predict(inputs)
print(p)
(20, 105, 105, 1)
[[  1.41782002e-05]
 [  1.10376514e-01]
 [  3.61962593e-05]
 [  3.55265778e-03]
 [  1.82791890e-04]
 [  3.14894860e-04]
 [  6.53929362e-07]
 [  7.95615930e-03]
 [  7.53046712e-04]
 [  1.06953387e-03]
 [  6.35343677e-05]
 [  1.40683656e-03]
 [  4.60100864e-06]
 [  7.36018251e-07]
 [  9.71361175e-02]
 [  7.05882460e-02]
 [  5.24300558e-05]
 [  1.78120118e-02]
 [  1.13691494e-03]
 [  7.08678544e-01]]
In [8]:
a=test_nn_accuracy(3,500,loader)
print(a)
Evaluating nearest neighbour on 500 unique 3 way one-shot learning tasks ...
57.8